Country,Region,University_Name,Degree_Level,Field_of_Study,Graduation_Year,Employment_Rate_6_Months (%),Employment_Rate_12_Months (%),Average_Starting_Salary_USD,Top_Industry,Job_Role,Skill_1,Skill_2,Skill_3,Skill_Demand_Score (1–100),Remote_Work_Availability (%),Employer_Reputation_Score (1–100),Year
USA,North America,Harvard,Bachelor,Engineering,2017,79.3,85.6,66700,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,MATLAB,69,8.8,66,2017
USA,North America,MIT,Bachelor,Engineering,2023,83.8,87.9,84500,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,MATLAB,71,65.4,63,2023
Israel,Middle East & Africa,Technion,Master,Healthcare & Medicine,2019,81.7,83.2,88300,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Patient Care,52,5.0,74,2019
India,Asia-Pacific,IIT Bombay,Master,Computer Science,2016,84.2,92.1,21000,Technology,AI Researcher,DevOps,Python,Cloud Computing,69,10.3,48,2016
South Africa,Middle East & Africa,University of Cape Town,PhD,Business & Finance,2023,83.6,86.3,48600,Finance/Consulting,Management Consultant,Financial Modeling,Data Analysis,Market Research,69,64.0,65,2023
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2015,99.0,100.0,39200,Technology,Software Engineer,React,Java,Cloud Computing,59,14.1,51,2015
UK,Europe,LSE,Master,Business & Finance,2025,71.5,73.8,86000,Finance/Consulting,Management Consultant,Excel,Strategic Planning,Data Analysis,71,90.0,72,2025
Sweden,Europe,Karolinska Institute,PhD,Social Sciences,2025,81.5,83.5,79800,Government/NGO,Economist,Public Policy,Communication,Data Analysis,62,85.4,85,2025
Netherlands,Europe,University of Amsterdam,Master,Social Sciences,2023,72.4,78.1,60900,Government/NGO,Policy Analyst,Qualitative Research,Communication,Data Analysis,62,63.2,79,2023
UK,Europe,Imperial College London,Master,Data Science & AI,2016,95.9,99.2,78800,Technology/Consulting,Data Analyst,Deep Learning,Big Data,R,68,11.7,84,2016
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2017,89.1,91.9,20400,Technology/Consulting,NLP Specialist,Deep Learning,Big Data,R,62,14.1,90,2017
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2023,85.0,90.7,68600,Manufacturing/Construction,Mechanical Engineer,SolidWorks,AutoCAD,Lean Six Sigma,59,73.6,93,2023
Sweden,Europe,KTH Royal Institute of Technology,PhD,Business & Finance,2024,90.8,90.8,105500,Finance/Consulting,Marketing Manager,Financial Modeling,Data Analysis,Strategic Planning,76,80.9,65,2024
South Africa,Middle East & Africa,University of Cape Town,PhD,Social Sciences,2016,73.1,77.6,31300,Government/NGO,Policy Analyst,Communication,Data Analysis,Qualitative Research,55,17.4,62,2016
South Korea,Asia-Pacific,Seoul National University,Master,Computer Science,2019,88.7,95.6,56300,Technology,Software Engineer,Cybersecurity,Java,SQL,81,7.4,77,2019
Singapore,Asia-Pacific,NUS,Bachelor,Data Science & AI,2017,94.8,98.4,72500,Technology/Consulting,AI Consultant,Big Data,NLP,Machine Learning,70,8.0,48,2017
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2019,82.6,87.6,27200,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Scientific Writing,55,5.0,63,2019
Canada,North America,University of Toronto,PhD,Natural Sciences,2017,79.0,83.7,73700,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Experimental Design,58,19.4,72,2017
Australia,Asia-Pacific,ANU,Master,Engineering,2023,80.9,82.0,87500,Manufacturing/Construction,Electrical Engineer,Project Management,MATLAB,Lean Six Sigma,65,70.6,100,2023
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2018,81.5,86.4,15600,Manufacturing/Construction,Civil Engineer,AutoCAD,MATLAB,Lean Six Sigma,44,15.7,81,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Social Sciences,2025,75.5,83.3,51100,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,55,90.0,100,2025
China,Asia-Pacific,Fudan University,Bachelor,Data Science & AI,2025,87.2,92.4,43100,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,Big Data,84,74.5,71,2025
Netherlands,Europe,University of Amsterdam,Bachelor,Computer Science,2016,92.4,95.5,49100,Technology,Cybersecurity Analyst,React,DevOps,Cloud Computing,87,6.1,65,2016
Mexico,Latin America,UNAM,PhD,Social Sciences,2025,76.8,82.3,34200,Government/NGO,Sociologist,Public Policy,Data Analysis,Qualitative Research,83,73.9,72,2025
USA,North America,Stanford,Bachelor,Healthcare & Medicine,2022,93.9,96.4,85900,Healthcare,Public Health Specialist,Patient Care,Diagnostics,Clinical Research,50,65.2,74,2022
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2023,83.0,86.6,30200,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Scientific Writing,68,72.9,59,2023
Germany,Europe,Heidelberg University,Master,Business & Finance,2018,83.6,86.2,82800,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Market Research,62,5.1,81,2018
Canada,North America,McGill University,Master,Data Science & AI,2021,87.1,94.1,96500,Technology/Consulting,Data Analyst,NLP,Big Data,Data Visualization,86,58.2,98,2021
France,Europe,PSL University,Bachelor,Healthcare & Medicine,2023,86.2,89.5,64100,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,57,69.2,75,2023
Canada,North America,UBC,PhD,Engineering,2015,87.1,92.2,83700,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,SolidWorks,64,8.7,100,2015
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2024,87.0,89.8,94600,Technology,Software Engineer,Java,Cybersecurity,React,92,77.8,80,2024
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2024,92.6,95.9,124400,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Clinical Research,52,75.5,82,2024
France,Europe,Ecole Polytechnique,Bachelor,Social Sciences,2025,73.8,79.1,48200,Government/NGO,Policy Analyst,Communication,Qualitative Research,Data Analysis,73,81.2,72,2025
Canada,North America,UBC,PhD,Computer Science,2016,87.3,93.0,92700,Technology,AI Researcher,Cybersecurity,Java,SQL,77,15.4,85,2016
France,Europe,PSL University,Bachelor,Data Science & AI,2019,85.3,91.3,53500,Technology/Consulting,Machine Learning Engineer,Deep Learning,Data Visualization,R,83,12.6,100,2019
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2016,95.7,100.0,32300,Technology/Consulting,AI Consultant,Machine Learning,Big Data,Deep Learning,78,8.4,81,2016
Australia,Asia-Pacific,University of Melbourne,PhD,Data Science & AI,2018,91.8,95.8,108600,Technology/Consulting,AI Consultant,NLP,R,Data Visualization,76,21.6,41,2018
USA,North America,UC Berkeley,Master,Computer Science,2015,83.2,87.2,85900,Technology,Data Scientist,Cloud Computing,Java,SQL,80,10.3,53,2015
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2016,96.4,99.9,23600,Technology,Cloud Architect,Python,React,Java,74,10.2,60,2016
Canada,North America,UBC,PhD,Engineering,2021,86.2,87.1,109000,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,Lean Six Sigma,63,43.4,82,2021
Canada,North America,University of Toronto,PhD,Engineering,2025,82.4,88.4,106600,Manufacturing/Construction,Robotics Engineer,AutoCAD,MATLAB,SolidWorks,78,78.0,64,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2017,76.7,85.3,39200,Research/Academia,Biologist,Experimental Design,Laboratory Skills,Scientific Writing,58,5.0,83,2017
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2016,86.4,88.4,30100,Manufacturing/Construction,Civil Engineer,SolidWorks,AutoCAD,Project Management,47,16.3,59,2016
Netherlands,Europe,University of Amsterdam,Master,Natural Sciences,2018,85.1,88.3,59300,Research/Academia,Environmental Scientist,Statistical Analysis,Laboratory Skills,Scientific Writing,55,5.0,54,2018
Japan,Asia-Pacific,University of Tokyo,Master,Data Science & AI,2025,85.0,93.3,82800,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,R,75,85.6,71,2025
Canada,North America,University of Toronto,PhD,Data Science & AI,2015,85.8,93.1,104400,Technology/Consulting,AI Consultant,Machine Learning,Big Data,Data Visualization,70,5.1,76,2015
South Korea,Asia-Pacific,Seoul National University,Master,Healthcare & Medicine,2018,88.2,93.4,62000,Healthcare,Medical Doctor,Medical Coding,Clinical Research,Patient Care,52,10.6,79,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Computer Science,2025,85.1,94.3,91100,Technology,Software Engineer,Cloud Computing,Cybersecurity,SQL,70,88.5,78,2025
Australia,Asia-Pacific,University of Sydney,PhD,Business & Finance,2020,79.9,84.5,107000,Finance/Consulting,Financial Analyst,Data Analysis,Excel,Market Research,55,34.1,82,2020
Netherlands,Europe,University of Amsterdam,PhD,Social Sciences,2017,79.5,86.3,65300,Government/NGO,Sociologist,Communication,Qualitative Research,Public Policy,57,14.1,79,2017
India,Asia-Pacific,IIT Delhi,PhD,Healthcare & Medicine,2025,90.2,96.7,40200,Healthcare,Pharmacist,Medical Coding,Patient Care,Diagnostics,76,89.8,71,2025
Switzerland,Europe,EPFL,PhD,Engineering,2025,80.0,86.1,162500,Manufacturing/Construction,Electrical Engineer,AutoCAD,MATLAB,SolidWorks,67,87.8,86,2025
USA,North America,Harvard,Bachelor,Natural Sciences,2018,84.1,91.7,61200,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Scientific Writing,56,13.4,65,2018
Argentina,Latin America,University of Buenos Aires,Master,Business & Finance,2025,80.6,85.8,28200,Finance/Consulting,Marketing Manager,Market Research,Strategic Planning,Excel,75,81.8,100,2025
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2015,73.9,81.2,9000,Government/NGO,Economist,Public Policy,Qualitative Research,Data Analysis,57,13.1,79,2015
Israel,Middle East & Africa,Technion,PhD,Engineering,2016,78.5,83.7,89700,Manufacturing/Construction,Electrical Engineer,SolidWorks,Project Management,Lean Six Sigma,45,14.9,67,2016
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2017,81.4,87.2,22700,Finance/Consulting,Financial Analyst,Data Analysis,Market Research,Strategic Planning,48,5.9,73,2017
Australia,Asia-Pacific,University of Sydney,PhD,Engineering,2019,80.5,84.5,99300,Manufacturing/Construction,Electrical Engineer,SolidWorks,AutoCAD,MATLAB,60,5.0,48,2019
France,Europe,Ecole Polytechnique,Master,Healthcare & Medicine,2016,90.2,95.8,62800,Healthcare,Pharmacist,Patient Care,Clinical Research,Medical Coding,66,14.3,67,2016
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Business & Finance,2021,75.0,80.0,60300,Finance/Consulting,Investment Banker,Excel,Data Analysis,Strategic Planning,59,53.2,57,2021
Netherlands,Europe,University of Amsterdam,PhD,Social Sciences,2015,90.7,95.4,62400,Government/NGO,Sociologist,Data Analysis,Qualitative Research,Public Policy,54,13.5,63,2015
South Korea,Asia-Pacific,KAIST,PhD,Social Sciences,2023,83.1,88.3,62700,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Public Policy,58,70.2,77,2023
Mexico,Latin America,UNAM,Master,Data Science & AI,2025,96.0,100.0,43300,Technology/Consulting,NLP Specialist,NLP,Data Visualization,Deep Learning,82,90.0,72,2025
Switzerland,Europe,ETH Zurich,Master,Healthcare & Medicine,2024,87.2,90.5,145500,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Patient Care,62,58.8,62,2024
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2020,82.0,87.7,28300,Finance/Consulting,Management Consultant,Strategic Planning,Data Analysis,Market Research,78,49.5,61,2020
Mexico,Latin America,UNAM,Master,Natural Sciences,2016,83.7,86.1,15700,Research/Academia,Biologist,Experimental Design,Laboratory Skills,Scientific Writing,70,15.9,62,2016
Sweden,Europe,KTH Royal Institute of Technology,PhD,Computer Science,2015,99.0,100.0,75900,Technology,Cloud Architect,Java,SQL,Python,82,5.0,61,2015
Germany,Europe,TU Munich,Master,Social Sciences,2016,81.5,85.6,51200,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Communication,58,5.0,67,2016
Switzerland,Europe,ETH Zurich,Bachelor,Data Science & AI,2016,92.6,99.0,89000,Technology/Consulting,NLP Specialist,Big Data,Machine Learning,R,60,5.0,89,2016
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2025,86.3,94.4,24800,Healthcare,Medical Doctor,Patient Care,Clinical Research,Diagnostics,71,90.0,71,2025
UAE,Middle East & Africa,Khalifa University,PhD,Business & Finance,2025,91.8,96.3,125900,Finance/Consulting,Management Consultant,Excel,Financial Modeling,Market Research,79,90.0,90,2025
Canada,North America,McGill University,Bachelor,Business & Finance,2020,83.4,90.5,57500,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Market Research,42,28.2,40,2020
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2024,84.8,92.8,39900,Finance/Consulting,Investment Banker,Excel,Market Research,Financial Modeling,68,90.0,49,2024
South Korea,Asia-Pacific,Seoul National University,Master,Healthcare & Medicine,2024,91.0,96.7,64400,Healthcare,Pharmacist,Diagnostics,Patient Care,Clinical Research,67,59.3,68,2024
India,Asia-Pacific,IIT Delhi,Bachelor,Data Science & AI,2019,93.3,99.1,17600,Technology/Consulting,Machine Learning Engineer,R,NLP,Big Data,68,7.4,54,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Social Sciences,2021,84.8,87.8,41600,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,67,44.7,58,2021
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2018,84.8,88.7,22900,Technology/Consulting,AI Consultant,Data Visualization,Deep Learning,R,64,19.8,70,2018
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2023,82.3,87.1,15000,Government/NGO,Sociologist,Communication,Qualitative Research,Data Analysis,63,76.1,81,2023
Japan,Asia-Pacific,University of Tokyo,Bachelor,Social Sciences,2018,77.1,81.6,33100,Government/NGO,Economist,Communication,Public Policy,Data Analysis,32,5.0,90,2018
Sweden,Europe,Karolinska Institute,Master,Social Sciences,2024,80.0,86.2,69200,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,71,90.0,86,2024
France,Europe,PSL University,Master,Computer Science,2023,86.5,88.3,77700,Technology,Software Engineer,Java,Cloud Computing,Python,88,62.4,48,2023
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2022,77.6,86.0,37900,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Statistical Analysis,72,59.9,92,2022
Mexico,Latin America,UNAM,Bachelor,Computer Science,2019,85.7,93.7,22700,Technology,Software Engineer,SQL,DevOps,Python,83,5.0,67,2019
Mexico,Latin America,UNAM,PhD,Social Sciences,2025,76.1,82.9,25800,Government/NGO,Sociologist,Public Policy,Data Analysis,Communication,89,76.0,78,2025
USA,North America,MIT,PhD,Natural Sciences,2021,80.6,84.4,96600,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,53,50.5,57,2021
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2024,91.0,95.5,35000,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Diagnostics,58,74.2,81,2024
France,Europe,PSL University,Bachelor,Engineering,2017,75.1,80.3,50600,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,SolidWorks,61,5.0,78,2017
Mexico,Latin America,UNAM,Master,Computer Science,2018,94.1,97.6,23700,Technology,Cybersecurity Analyst,Cloud Computing,React,SQL,57,5.0,70,2018
USA,North America,Harvard,PhD,Healthcare & Medicine,2025,88.5,94.8,149100,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Clinical Research,53,89.3,51,2025
France,Europe,PSL University,Bachelor,Computer Science,2017,90.2,93.5,49300,Technology,Cloud Architect,SQL,Cloud Computing,Cybersecurity,70,15.0,61,2017
South Korea,Asia-Pacific,Seoul National University,Master,Social Sciences,2019,75.6,81.7,46900,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Communication,72,5.0,58,2019
USA,North America,UC Berkeley,PhD,Data Science & AI,2024,92.0,97.7,152200,Technology/Consulting,Data Analyst,R,Machine Learning,Big Data,81,80.9,67,2024
UAE,Middle East & Africa,Khalifa University,PhD,Computer Science,2017,94.3,99.9,101100,Technology,AI Researcher,DevOps,Cybersecurity,SQL,69,7.6,63,2017
Switzerland,Europe,EPFL,PhD,Natural Sciences,2022,80.9,86.5,125400,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Scientific Writing,84,68.7,65,2022
Japan,Asia-Pacific,University of Tokyo,Bachelor,Data Science & AI,2021,88.0,88.9,65800,Technology/Consulting,NLP Specialist,NLP,Data Visualization,R,71,31.3,64,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2019,98.4,100.0,68500,Technology/Consulting,Machine Learning Engineer,R,Machine Learning,Data Visualization,75,14.1,40,2019
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2023,83.9,85.9,70200,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,Lean Six Sigma,77,73.4,63,2023
USA,North America,Harvard,PhD,Engineering,2019,94.4,99.7,112100,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Lean Six Sigma,AutoCAD,60,7.7,57,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2015,87.0,92.1,68600,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Medical Coding,45,12.4,75,2015
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2019,78.7,83.2,28200,Government/NGO,Human Resources Specialist,Communication,Qualitative Research,Data Analysis,48,7.8,75,2019
Netherlands,Europe,TU Delft,Master,Engineering,2024,76.6,83.4,82700,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,AutoCAD,81,84.1,98,2024
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2019,83.8,85.2,20300,Technology/Consulting,Data Analyst,Big Data,NLP,Data Visualization,92,13.3,69,2019
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2023,85.6,95.5,29700,Technology/Consulting,AI Consultant,Big Data,Data Visualization,NLP,87,71.1,80,2023
Sweden,Europe,KTH Royal Institute of Technology,PhD,Business & Finance,2018,84.1,87.5,90900,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Strategic Planning,60,19.4,90,2018
Mexico,Latin America,UNAM,Master,Computer Science,2017,88.7,91.7,34200,Technology,Software Engineer,Cybersecurity,SQL,Cloud Computing,72,10.3,86,2017
Brazil,Latin America,University of São Paulo,Bachelor,Social Sciences,2017,87.6,92.3,8900,Government/NGO,Policy Analyst,Data Analysis,Communication,Public Policy,49,5.0,45,2017
Mexico,Latin America,UNAM,PhD,Social Sciences,2021,83.4,85.8,30900,Government/NGO,Sociologist,Public Policy,Qualitative Research,Communication,49,46.6,95,2021
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2018,85.5,90.0,27600,Technology,Data Scientist,React,SQL,Cloud Computing,73,5.0,69,2018
Canada,North America,University of Toronto,PhD,Social Sciences,2016,86.5,95.2,64300,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Qualitative Research,63,8.7,53,2016
Canada,North America,University of Toronto,Master,Data Science & AI,2020,91.5,96.6,100900,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,Big Data,79,42.0,67,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2024,87.3,92.2,61700,Technology,Data Scientist,SQL,DevOps,Cybersecurity,82,72.9,71,2024
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2025,87.5,87.5,20000,Finance/Consulting,Investment Banker,Excel,Data Analysis,Strategic Planning,80,90.0,40,2025
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2020,78.1,80.3,20300,Finance/Consulting,Marketing Manager,Market Research,Excel,Data Analysis,52,28.9,96,2020
South Korea,Asia-Pacific,KAIST,Bachelor,Business & Finance,2022,86.4,92.8,55200,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Data Analysis,52,54.8,77,2022
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Natural Sciences,2025,83.6,88.1,22000,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Laboratory Skills,66,90.0,76,2025
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Healthcare & Medicine,2020,95.8,98.6,69900,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,66,45.9,65,2020
Sweden,Europe,KTH Royal Institute of Technology,PhD,Social Sciences,2015,76.7,83.6,61500,Government/NGO,Sociologist,Communication,Qualitative Research,Public Policy,48,7.4,85,2015
UK,Europe,Imperial College London,Master,Social Sciences,2021,74.2,76.1,52300,Government/NGO,Sociologist,Qualitative Research,Public Policy,Communication,68,37.2,96,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Natural Sciences,2022,89.7,95.2,21700,Research/Academia,Physicist,Scientific Writing,Experimental Design,Statistical Analysis,63,54.6,75,2022
Brazil,Latin America,University of São Paulo,Bachelor,Natural Sciences,2025,85.5,90.7,24400,Research/Academia,Physicist,Experimental Design,Scientific Writing,Statistical Analysis,71,86.4,69,2025
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2022,84.4,86.8,47000,Technology,Cloud Architect,Cloud Computing,React,SQL,91,61.7,67,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2018,81.7,85.7,12900,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,48,11.0,55,2018
Canada,North America,UBC,Master,Social Sciences,2021,72.7,79.8,61400,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,66,52.6,84,2021
South Korea,Asia-Pacific,Seoul National University,Bachelor,Engineering,2023,85.1,86.4,58100,Manufacturing/Construction,Electrical Engineer,Project Management,SolidWorks,Lean Six Sigma,53,63.8,70,2023
Israel,Middle East & Africa,Technion,Master,Social Sciences,2016,77.6,83.0,56800,Government/NGO,Sociologist,Data Analysis,Communication,Qualitative Research,44,6.9,48,2016
Canada,North America,University of Toronto,Master,Business & Finance,2018,74.5,77.5,68800,Finance/Consulting,Management Consultant,Excel,Financial Modeling,Market Research,66,5.3,100,2018
South Africa,Middle East & Africa,University of Cape Town,Master,Data Science & AI,2018,92.2,95.5,41500,Technology/Consulting,Data Analyst,Machine Learning,Data Visualization,NLP,83,7.1,71,2018
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2017,80.8,88.1,81000,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,AutoCAD,46,9.8,96,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2017,90.3,96.7,48800,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Experimental Design,48,13.2,84,2017
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Social Sciences,2015,72.1,75.7,21800,Government/NGO,Economist,Qualitative Research,Public Policy,Data Analysis,47,9.6,79,2015
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2015,83.3,89.1,29500,Technology/Consulting,Machine Learning Engineer,Deep Learning,Data Visualization,Machine Learning,76,12.8,86,2015
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2016,95.3,100.0,38200,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Clinical Research,35,12.1,73,2016
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2015,86.6,89.5,43600,Technology,Software Engineer,DevOps,SQL,React,80,9.8,80,2015
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2020,90.1,97.0,19300,Technology,Data Scientist,Cybersecurity,Java,Python,74,41.0,63,2020
Australia,Asia-Pacific,ANU,PhD,Healthcare & Medicine,2020,91.5,96.9,112600,Healthcare,Pharmacist,Diagnostics,Medical Coding,Patient Care,55,52.6,56,2020
Israel,Middle East & Africa,Technion,PhD,Computer Science,2025,90.8,98.7,126800,Technology,Cybersecurity Analyst,React,Cybersecurity,Java,91,90.0,47,2025
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2022,85.7,90.9,29400,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Laboratory Skills,74,54.8,91,2022
Mexico,Latin America,UNAM,Master,Engineering,2025,79.4,83.5,42000,Manufacturing/Construction,Mechanical Engineer,SolidWorks,AutoCAD,Lean Six Sigma,84,90.0,62,2025
Canada,North America,University of Toronto,PhD,Social Sciences,2020,81.6,83.9,71600,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,50,30.0,58,2020
Canada,North America,McGill University,PhD,Natural Sciences,2021,84.2,92.3,84700,Research/Academia,Biologist,Laboratory Skills,Statistical Analysis,Scientific Writing,52,59.8,66,2021
USA,North America,Stanford,PhD,Business & Finance,2018,86.4,89.1,110300,Finance/Consulting,Management Consultant,Financial Modeling,Excel,Data Analysis,59,10.8,77,2018
Canada,North America,UBC,Bachelor,Natural Sciences,2021,92.3,96.0,54500,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Statistical Analysis,56,43.8,61,2021
France,Europe,Ecole Polytechnique,Master,Data Science & AI,2015,97.2,100.0,63800,Technology/Consulting,Machine Learning Engineer,Deep Learning,NLP,Data Visualization,64,5.8,77,2015
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Social Sciences,2023,83.2,88.6,44600,Government/NGO,Human Resources Specialist,Qualitative Research,Data Analysis,Communication,50,85.5,96,2023
India,Asia-Pacific,IIT Delhi,Master,Social Sciences,2020,79.3,84.9,17300,Government/NGO,Economist,Public Policy,Data Analysis,Communication,63,46.6,100,2020
UAE,Middle East & Africa,Khalifa University,Master,Business & Finance,2025,77.3,79.5,89400,Finance/Consulting,Marketing Manager,Data Analysis,Market Research,Excel,62,89.7,96,2025
Mexico,Latin America,UNAM,PhD,Computer Science,2020,94.1,99.1,34100,Technology,Cloud Architect,DevOps,Python,Cloud Computing,91,65.3,62,2020
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2021,85.2,91.6,15600,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,SolidWorks,80,55.8,64,2021
India,Asia-Pacific,IIT Bombay,Master,Data Science & AI,2020,96.8,100.0,34000,Technology/Consulting,NLP Specialist,Machine Learning,NLP,Data Visualization,85,50.7,87,2020
Germany,Europe,Heidelberg University,PhD,Social Sciences,2018,86.2,90.9,76400,Government/NGO,Policy Analyst,Communication,Public Policy,Qualitative Research,57,16.0,57,2018
Brazil,Latin America,University of São Paulo,Bachelor,Natural Sciences,2020,78.0,83.1,23000,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Statistical Analysis,72,41.9,70,2020
China,Asia-Pacific,Peking University,Bachelor,Data Science & AI,2017,93.7,100.0,31100,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,R,95,8.5,73,2017
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2021,99.0,100.0,37200,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Medical Coding,64,56.1,72,2021
France,Europe,PSL University,Bachelor,Healthcare & Medicine,2025,91.0,98.1,67100,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Diagnostics,59,90.0,59,2025
Singapore,Asia-Pacific,NUS,Bachelor,Computer Science,2017,82.4,86.3,72500,Technology,Cloud Architect,Cloud Computing,Java,React,77,17.8,69,2017
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Natural Sciences,2025,89.4,91.5,53400,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,48,90.0,62,2025
India,Asia-Pacific,IIT Delhi,Bachelor,Business & Finance,2022,83.5,89.0,18200,Finance/Consulting,Investment Banker,Excel,Market Research,Data Analysis,58,47.2,83,2022
Australia,Asia-Pacific,University of Melbourne,Master,Business & Finance,2022,80.8,89.4,90800,Finance/Consulting,Management Consultant,Financial Modeling,Market Research,Strategic Planning,53,44.7,59,2022
USA,North America,Georgia Tech,PhD,Healthcare & Medicine,2021,94.2,98.7,131100,Healthcare,Pharmacist,Diagnostics,Medical Coding,Clinical Research,65,37.5,91,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Business & Finance,2023,88.6,94.3,95700,Finance/Consulting,Investment Banker,Strategic Planning,Financial Modeling,Market Research,70,75.7,76,2023
Singapore,Asia-Pacific,NUS,PhD,Social Sciences,2017,89.6,95.0,78600,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Qualitative Research,61,9.6,91,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2021,99.0,100.0,76700,Technology/Consulting,AI Consultant,Data Visualization,R,Machine Learning,67,51.3,59,2021
Canada,North America,University of Toronto,PhD,Social Sciences,2021,79.7,83.8,80100,Government/NGO,Sociologist,Communication,Qualitative Research,Public Policy,43,45.5,40,2021
USA,North America,Harvard,Master,Social Sciences,2025,85.1,91.6,70600,Government/NGO,Sociologist,Data Analysis,Public Policy,Communication,74,80.3,69,2025
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Social Sciences,2025,74.2,82.2,56500,Government/NGO,Sociologist,Public Policy,Communication,Qualitative Research,78,87.8,70,2025
Canada,North America,McGill University,Bachelor,Engineering,2020,69.8,74.3,60700,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,AutoCAD,53,30.0,65,2020
UK,Europe,Imperial College London,Bachelor,Healthcare & Medicine,2023,93.2,97.1,78700,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Patient Care,71,84.0,83,2023
Israel,Middle East & Africa,Technion,Bachelor,Engineering,2024,76.8,83.2,71300,Manufacturing/Construction,Robotics Engineer,Project Management,SolidWorks,AutoCAD,71,89.0,79,2024
Singapore,Asia-Pacific,NUS,Master,Healthcare & Medicine,2019,88.6,96.2,97100,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,59,20.4,59,2019
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2022,94.0,97.7,56000,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,59,56.8,76,2022
Germany,Europe,Humboldt University,Bachelor,Natural Sciences,2019,77.1,82.1,52600,Research/Academia,Biologist,Laboratory Skills,Scientific Writing,Statistical Analysis,79,18.6,76,2019
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2017,91.9,98.1,74600,Technology,Data Scientist,Cloud Computing,DevOps,Cybersecurity,63,8.7,44,2017
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2015,94.5,98.5,33300,Technology/Consulting,AI Consultant,Data Visualization,Machine Learning,NLP,85,5.0,48,2015
Netherlands,Europe,TU Delft,Master,Engineering,2015,86.5,94.9,61600,Manufacturing/Construction,Electrical Engineer,MATLAB,AutoCAD,Lean Six Sigma,45,15.4,69,2015
Germany,Europe,TU Munich,Master,Natural Sciences,2022,85.7,92.0,67400,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,48,74.8,90,2022
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2018,92.0,98.0,63300,Technology/Consulting,Machine Learning Engineer,Deep Learning,Big Data,Data Visualization,78,7.2,59,2018
India,Asia-Pacific,IIT Delhi,Bachelor,Computer Science,2018,95.9,100.0,21500,Technology,Cybersecurity Analyst,DevOps,React,Cybersecurity,72,13.9,40,2018
USA,North America,UC Berkeley,PhD,Healthcare & Medicine,2015,84.3,88.6,115700,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,38,5.0,87,2015
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2021,91.7,96.6,26400,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,66,50.8,50,2021
USA,North America,UC Berkeley,Master,Computer Science,2025,88.8,90.7,115900,Technology,Software Engineer,DevOps,Cloud Computing,React,85,90.0,82,2025
China,Asia-Pacific,Peking University,Bachelor,Social Sciences,2025,78.3,82.6,29700,Government/NGO,Economist,Public Policy,Communication,Qualitative Research,90,90.0,76,2025
Canada,North America,UBC,Master,Natural Sciences,2025,82.4,86.9,79800,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,68,89.3,69,2025
Germany,Europe,TU Munich,PhD,Natural Sciences,2022,83.3,89.7,91000,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Experimental Design,63,60.8,40,2022
UK,Europe,Imperial College London,Master,Healthcare & Medicine,2021,93.0,100.0,86700,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Clinical Research,33,70.9,67,2021
Japan,Asia-Pacific,University of Tokyo,PhD,Data Science & AI,2019,87.8,94.0,95700,Technology/Consulting,NLP Specialist,Machine Learning,R,Data Visualization,67,6.9,98,2019
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2022,81.1,87.8,22400,Finance/Consulting,Marketing Manager,Excel,Market Research,Financial Modeling,68,61.5,75,2022
Canada,North America,UBC,Bachelor,Healthcare & Medicine,2019,89.7,95.1,77800,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Diagnostics,68,15.5,87,2019
Japan,Asia-Pacific,Kyoto University,PhD,Social Sciences,2021,77.3,85.6,65700,Government/NGO,Sociologist,Qualitative Research,Communication,Data Analysis,50,53.0,58,2021
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2019,84.6,90.3,39500,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Excel,62,18.1,76,2019
Australia,Asia-Pacific,ANU,PhD,Engineering,2015,87.8,95.2,85900,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,AutoCAD,37,13.0,80,2015
USA,North America,Harvard,Master,Business & Finance,2024,88.1,92.8,101700,Finance/Consulting,Marketing Manager,Financial Modeling,Strategic Planning,Excel,69,78.3,70,2024
Japan,Asia-Pacific,Kyoto University,Bachelor,Healthcare & Medicine,2017,82.8,91.0,45600,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Diagnostics,45,5.0,40,2017
UK,Europe,Oxford,PhD,Engineering,2022,76.4,84.7,92000,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,SolidWorks,MATLAB,74,53.1,100,2022
Japan,Asia-Pacific,Kyoto University,Bachelor,Healthcare & Medicine,2019,88.4,88.4,59100,Healthcare,Biomedical Researcher,Diagnostics,Clinical Research,Medical Coding,80,5.0,45,2019
Canada,North America,University of Toronto,PhD,Business & Finance,2016,95.2,100.0,93700,Finance/Consulting,Investment Banker,Excel,Market Research,Data Analysis,57,13.0,82,2016
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Social Sciences,2025,81.4,86.6,28900,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,69,82.5,65,2025
Germany,Europe,TU Munich,Master,Computer Science,2020,90.8,93.8,72800,Technology,Cybersecurity Analyst,Cybersecurity,SQL,Cloud Computing,68,41.8,90,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2021,82.1,85.2,68600,Technology/Consulting,NLP Specialist,NLP,Data Visualization,Big Data,91,40.2,66,2021
UAE,Middle East & Africa,Khalifa University,Master,Social Sciences,2016,76.4,81.6,53900,Government/NGO,Economist,Data Analysis,Qualitative Research,Communication,38,7.0,74,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2015,93.5,98.4,56500,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Diagnostics,55,11.1,90,2015
Germany,Europe,Heidelberg University,PhD,Engineering,2020,80.9,86.1,96000,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,MATLAB,AutoCAD,65,40.5,70,2020
Sweden,Europe,Karolinska Institute,Bachelor,Social Sciences,2019,76.7,78.9,38600,Government/NGO,Economist,Public Policy,Communication,Data Analysis,75,5.0,59,2019
Sweden,Europe,Karolinska Institute,PhD,Computer Science,2015,97.5,100.0,80900,Technology,AI Researcher,Python,SQL,Cybersecurity,82,6.6,74,2015
Switzerland,Europe,EPFL,PhD,Social Sciences,2015,93.7,96.4,85600,Government/NGO,Sociologist,Data Analysis,Communication,Qualitative Research,53,13.2,76,2015
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2016,80.6,85.7,27600,Finance/Consulting,Marketing Manager,Financial Modeling,Strategic Planning,Data Analysis,50,14.8,100,2016
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2017,84.4,89.2,24600,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,79,6.0,94,2017
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2016,90.2,96.4,48000,Healthcare,Medical Doctor,Medical Coding,Clinical Research,Patient Care,68,8.1,66,2016
South Korea,Asia-Pacific,Seoul National University,Bachelor,Computer Science,2015,84.9,88.6,40000,Technology,Cybersecurity Analyst,Cloud Computing,DevOps,Cybersecurity,57,10.2,58,2015
Germany,Europe,Heidelberg University,PhD,Social Sciences,2020,75.2,80.9,74900,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Data Analysis,68,20.1,75,2020
Mexico,Latin America,UNAM,Bachelor,Computer Science,2021,84.0,92.3,29800,Technology,Data Scientist,Cybersecurity,DevOps,Java,86,42.9,69,2021
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2022,90.4,96.5,38000,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,R,74,61.7,48,2022
Canada,North America,University of Toronto,Master,Social Sciences,2020,76.7,80.3,57000,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Public Policy,72,50.9,79,2020
USA,North America,Harvard,PhD,Data Science & AI,2016,91.4,98.8,112400,Technology/Consulting,AI Consultant,Data Visualization,Big Data,NLP,73,21.6,75,2016
UAE,Middle East & Africa,Khalifa University,Bachelor,Business & Finance,2020,78.5,83.7,63300,Finance/Consulting,Financial Analyst,Excel,Market Research,Financial Modeling,58,47.1,84,2020
Israel,Middle East & Africa,Technion,Bachelor,Computer Science,2017,83.3,84.7,59100,Technology,Cloud Architect,React,Cloud Computing,DevOps,79,5.0,40,2017
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2020,99.0,100.0,36800,Healthcare,Public Health Specialist,Patient Care,Diagnostics,Medical Coding,68,40.8,68,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Natural Sciences,2015,79.8,85.3,63400,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Laboratory Skills,53,6.7,84,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Business & Finance,2019,79.2,85.3,44700,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Excel,49,10.1,69,2019
Israel,Middle East & Africa,Technion,PhD,Social Sciences,2024,85.4,90.3,93300,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Communication,76,90.0,78,2024
UAE,Middle East & Africa,Khalifa University,Bachelor,Business & Finance,2020,73.4,76.3,62400,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Market Research,56,33.9,67,2020
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2015,85.6,90.5,19000,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,54,10.3,40,2015
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2022,80.5,83.1,18600,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,MATLAB,SolidWorks,69,75.3,88,2022
Australia,Asia-Pacific,University of Sydney,Bachelor,Engineering,2019,87.5,92.8,60200,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,MATLAB,AutoCAD,54,6.9,65,2019
Singapore,Asia-Pacific,NUS,PhD,Social Sciences,2022,83.9,89.2,85500,Government/NGO,Sociologist,Communication,Qualitative Research,Data Analysis,64,64.4,87,2022
China,Asia-Pacific,Fudan University,PhD,Healthcare & Medicine,2021,85.6,85.6,70400,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Clinical Research,71,36.3,66,2021
Canada,North America,UBC,Bachelor,Data Science & AI,2022,81.0,87.1,68900,Technology/Consulting,Data Analyst,NLP,R,Data Visualization,91,54.2,40,2022
Switzerland,Europe,EPFL,PhD,Social Sciences,2019,85.0,87.0,98300,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,59,9.9,78,2019
USA,North America,Stanford,Bachelor,Computer Science,2021,85.1,92.5,79400,Technology,Software Engineer,Cloud Computing,React,DevOps,80,49.7,56,2021
UK,Europe,Cambridge,Master,Social Sciences,2022,76.8,81.5,55300,Government/NGO,Sociologist,Data Analysis,Communication,Public Policy,81,46.3,45,2022
Japan,Asia-Pacific,University of Tokyo,Bachelor,Social Sciences,2024,79.0,82.6,50100,Government/NGO,Economist,Qualitative Research,Communication,Public Policy,78,73.9,97,2024
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2022,78.8,88.1,31500,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Experimental Design,57,67.4,74,2022
Canada,North America,UBC,PhD,Computer Science,2020,99.0,100.0,110600,Technology,Cloud Architect,Cloud Computing,DevOps,Cybersecurity,72,44.6,59,2020
Brazil,Latin America,University of São Paulo,Master,Engineering,2016,81.9,86.2,37300,Manufacturing/Construction,Robotics Engineer,MATLAB,Project Management,Lean Six Sigma,53,5.0,55,2016
Singapore,Asia-Pacific,NUS,Bachelor,Social Sciences,2020,76.7,79.6,57500,Government/NGO,Economist,Communication,Data Analysis,Public Policy,65,51.9,80,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Data Science & AI,2016,89.2,91.4,111000,Technology/Consulting,Data Analyst,Data Visualization,Machine Learning,Deep Learning,87,8.4,66,2016
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2021,92.8,98.7,32300,Technology/Consulting,AI Consultant,Deep Learning,Data Visualization,R,100,43.6,83,2021
Australia,Asia-Pacific,ANU,PhD,Computer Science,2019,94.3,100.0,107300,Technology,Software Engineer,React,Cloud Computing,Java,83,12.7,86,2019
Canada,North America,McGill University,Bachelor,Business & Finance,2025,75.8,78.7,70400,Finance/Consulting,Investment Banker,Market Research,Excel,Data Analysis,50,90.0,53,2025
Japan,Asia-Pacific,University of Tokyo,Bachelor,Engineering,2022,78.6,84.2,51000,Manufacturing/Construction,Electrical Engineer,Project Management,SolidWorks,MATLAB,72,68.6,61,2022
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2025,84.4,88.9,27300,Research/Academia,Environmental Scientist,Statistical Analysis,Laboratory Skills,Scientific Writing,86,90.0,81,2025
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2015,98.9,100.0,45600,Technology,Data Scientist,SQL,Cybersecurity,React,57,12.0,60,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2023,84.2,91.7,59400,Research/Academia,Environmental Scientist,Experimental Design,Laboratory Skills,Scientific Writing,66,73.1,95,2023
Canada,North America,University of Toronto,Master,Engineering,2023,94.3,100.0,82600,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Lean Six Sigma,MATLAB,48,77.5,75,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2021,96.4,100.0,119900,Technology,Cloud Architect,Cloud Computing,Python,Java,69,47.9,57,2021
USA,North America,UC Berkeley,Master,Social Sciences,2016,84.2,92.5,57300,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Qualitative Research,55,5.0,76,2016
South Korea,Asia-Pacific,Seoul National University,Bachelor,Natural Sciences,2025,77.0,81.7,51600,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Scientific Writing,70,82.2,79,2025
Mexico,Latin America,UNAM,PhD,Social Sciences,2023,85.1,88.3,27800,Government/NGO,Policy Analyst,Qualitative Research,Communication,Data Analysis,61,77.2,64,2023
Switzerland,Europe,EPFL,PhD,Engineering,2018,81.0,86.5,135600,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,Project Management,65,5.0,43,2018
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2022,86.3,90.2,59300,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,SolidWorks,89,54.4,72,2022
USA,North America,UC Berkeley,PhD,Natural Sciences,2015,93.0,100.0,91300,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Scientific Writing,62,15.1,78,2015
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2015,80.2,83.6,67500,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Public Policy,49,9.1,63,2015
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2023,84.8,90.0,30300,Manufacturing/Construction,Electrical Engineer,MATLAB,Project Management,Lean Six Sigma,80,58.6,67,2023
South Africa,Middle East & Africa,University of Cape Town,Master,Engineering,2025,71.9,76.8,37100,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,SolidWorks,68,90.0,79,2025
China,Asia-Pacific,Fudan University,PhD,Social Sciences,2017,92.3,99.7,34600,Government/NGO,Policy Analyst,Data Analysis,Communication,Qualitative Research,59,8.9,55,2017
Singapore,Asia-Pacific,NTU,PhD,Data Science & AI,2021,98.4,100.0,127900,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,R,97,45.1,53,2021
Switzerland,Europe,EPFL,Bachelor,Natural Sciences,2018,71.2,76.8,69200,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Laboratory Skills,54,7.7,46,2018
Canada,North America,McGill University,PhD,Healthcare & Medicine,2017,90.3,93.0,101800,Healthcare,Biomedical Researcher,Diagnostics,Clinical Research,Patient Care,30,9.9,96,2017
Singapore,Asia-Pacific,NUS,Master,Natural Sciences,2020,79.0,82.8,80200,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Experimental Design,64,30.0,74,2020
South Korea,Asia-Pacific,Seoul National University,Bachelor,Engineering,2024,86.1,90.9,55100,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,SolidWorks,65,71.2,57,2024
Japan,Asia-Pacific,University of Tokyo,Bachelor,Engineering,2016,81.8,88.7,42500,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,MATLAB,43,17.5,65,2016
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2022,77.5,77.7,33900,Finance/Consulting,Management Consultant,Market Research,Excel,Strategic Planning,72,67.4,65,2022
Australia,Asia-Pacific,University of Sydney,Master,Computer Science,2022,93.8,95.7,91700,Technology,AI Researcher,SQL,Cloud Computing,Java,78,67.9,51,2022
South Korea,Asia-Pacific,Seoul National University,PhD,Natural Sciences,2018,76.2,82.1,60800,Research/Academia,Environmental Scientist,Statistical Analysis,Laboratory Skills,Experimental Design,55,5.0,87,2018
India,Asia-Pacific,IIT Bombay,Master,Engineering,2021,77.2,82.6,23400,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,SolidWorks,73,39.8,70,2021
South Korea,Asia-Pacific,KAIST,Master,Engineering,2020,84.7,90.1,59100,Manufacturing/Construction,Robotics Engineer,Project Management,Lean Six Sigma,MATLAB,56,31.7,71,2020
Switzerland,Europe,ETH Zurich,PhD,Computer Science,2016,78.4,84.3,125200,Technology,Software Engineer,SQL,React,Python,81,5.0,54,2016
Brazil,Latin America,University of São Paulo,Bachelor,Social Sciences,2017,90.3,95.3,20500,Government/NGO,Sociologist,Public Policy,Data Analysis,Qualitative Research,46,9.1,90,2017
Canada,North America,UBC,Master,Computer Science,2015,87.3,91.3,66900,Technology,Software Engineer,Cybersecurity,SQL,DevOps,60,10.6,94,2015
Canada,North America,UBC,Master,Computer Science,2023,90.0,94.4,90400,Technology,Data Scientist,SQL,React,DevOps,70,78.8,68,2023
USA,North America,Georgia Tech,Bachelor,Engineering,2018,96.0,100.0,65200,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,MATLAB,Project Management,48,7.9,87,2018
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2024,74.1,80.9,36700,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Data Analysis,61,90.0,86,2024
USA,North America,UC Berkeley,Master,Business & Finance,2023,87.7,92.8,97900,Finance/Consulting,Investment Banker,Data Analysis,Financial Modeling,Excel,74,74.8,57,2023
UK,Europe,LSE,Master,Social Sciences,2020,86.4,90.7,51000,Government/NGO,Economist,Public Policy,Communication,Data Analysis,55,30.4,76,2020
Sweden,Europe,Karolinska Institute,Master,Computer Science,2016,85.9,91.0,78300,Technology,Cloud Architect,React,Cloud Computing,Cybersecurity,86,9.6,76,2016
USA,North America,Harvard,Bachelor,Engineering,2024,82.1,86.8,73600,Manufacturing/Construction,Electrical Engineer,Project Management,SolidWorks,AutoCAD,77,90.0,100,2024
Switzerland,Europe,ETH Zurich,PhD,Natural Sciences,2021,84.6,90.0,122700,Research/Academia,Physicist,Scientific Writing,Statistical Analysis,Laboratory Skills,58,53.4,65,2021
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Business & Finance,2018,86.6,89.6,28500,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Data Analysis,67,16.6,68,2018
China,Asia-Pacific,Fudan University,Master,Natural Sciences,2022,78.2,85.8,29600,Research/Academia,Environmental Scientist,Experimental Design,Laboratory Skills,Statistical Analysis,63,50.0,62,2022
Brazil,Latin America,University of São Paulo,Bachelor,Natural Sciences,2024,82.7,87.3,28100,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,64,76.1,56,2024
India,Asia-Pacific,IIT Delhi,PhD,Natural Sciences,2025,81.4,88.8,41800,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Experimental Design,85,90.0,63,2025
China,Asia-Pacific,Tsinghua University,Bachelor,Data Science & AI,2022,89.9,93.1,46000,Technology/Consulting,Data Analyst,R,NLP,Machine Learning,87,48.2,87,2022
USA,North America,UC Berkeley,Master,Healthcare & Medicine,2023,92.3,97.8,106500,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Medical Coding,63,75.9,62,2023
Australia,Asia-Pacific,University of Melbourne,PhD,Healthcare & Medicine,2020,86.3,91.5,119100,Healthcare,Pharmacist,Diagnostics,Clinical Research,Patient Care,79,30.0,59,2020
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2017,93.9,99.6,43400,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,58,13.2,86,2017
Japan,Asia-Pacific,Kyoto University,Bachelor,Computer Science,2017,88.8,95.1,51100,Technology,AI Researcher,DevOps,Cloud Computing,SQL,92,9.3,55,2017
Brazil,Latin America,University of São Paulo,Master,Engineering,2025,80.6,81.3,41100,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Project Management,Lean Six Sigma,78,84.6,68,2025
France,Europe,PSL University,Master,Data Science & AI,2024,92.2,98.6,89100,Technology/Consulting,AI Consultant,Data Visualization,R,NLP,83,85.1,66,2024
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2024,94.3,97.5,32800,Technology/Consulting,AI Consultant,NLP,Deep Learning,Data Visualization,98,74.6,82,2024
Netherlands,Europe,University of Amsterdam,Master,Social Sciences,2025,90.4,95.0,64700,Government/NGO,Sociologist,Data Analysis,Communication,Public Policy,66,89.8,65,2025
Mexico,Latin America,UNAM,Master,Computer Science,2024,83.2,86.1,36300,Technology,Data Scientist,Java,Cybersecurity,React,77,89.5,95,2024
UAE,Middle East & Africa,Khalifa University,PhD,Engineering,2022,82.2,87.3,100700,Manufacturing/Construction,Robotics Engineer,MATLAB,AutoCAD,Project Management,75,50.7,73,2022
Sweden,Europe,Karolinska Institute,Bachelor,Data Science & AI,2025,92.5,97.9,81700,Technology/Consulting,Machine Learning Engineer,Deep Learning,Data Visualization,Big Data,100,63.0,80,2025
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2023,73.8,79.9,28800,Finance/Consulting,Investment Banker,Market Research,Data Analysis,Excel,79,68.6,84,2023
Singapore,Asia-Pacific,NUS,Bachelor,Natural Sciences,2018,86.6,94.9,62300,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Experimental Design,63,10.4,45,2018
South Korea,Asia-Pacific,Seoul National University,Bachelor,Computer Science,2019,85.8,95.1,47100,Technology,Cloud Architect,Java,Cybersecurity,React,76,10.6,78,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Business & Finance,2022,89.7,93.5,73100,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Data Analysis,65,52.6,50,2022
Brazil,Latin America,University of São Paulo,Master,Computer Science,2016,91.1,95.2,26700,Technology,AI Researcher,SQL,React,Java,65,5.0,68,2016
Japan,Asia-Pacific,Kyoto University,Bachelor,Healthcare & Medicine,2022,93.8,99.0,51700,Healthcare,Pharmacist,Medical Coding,Patient Care,Clinical Research,49,56.9,58,2022
Mexico,Latin America,UNAM,Master,Computer Science,2016,98.0,99.2,27100,Technology,Data Scientist,Python,Cloud Computing,SQL,73,9.2,80,2016
Switzerland,Europe,ETH Zurich,PhD,Engineering,2020,79.2,83.6,135700,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,SolidWorks,Project Management,52,50.8,70,2020
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2025,79.7,83.3,25200,Government/NGO,Economist,Data Analysis,Qualitative Research,Public Policy,54,72.0,46,2025
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2018,93.8,95.6,23900,Technology,Cloud Architect,Java,Cloud Computing,Python,84,7.6,72,2018
USA,North America,Harvard,Master,Engineering,2022,85.7,90.2,101100,Manufacturing/Construction,Robotics Engineer,AutoCAD,MATLAB,SolidWorks,55,38.5,59,2022
South Africa,Middle East & Africa,University of Cape Town,PhD,Business & Finance,2024,78.1,82.8,51800,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Strategic Planning,68,77.8,60,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Healthcare & Medicine,2016,95.2,98.0,85800,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Clinical Research,66,9.5,70,2016
China,Asia-Pacific,Tsinghua University,Master,Social Sciences,2017,82.4,89.3,34500,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Public Policy,56,6.9,75,2017
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2025,93.5,98.5,46000,Healthcare,Pharmacist,Patient Care,Medical Coding,Clinical Research,67,88.7,41,2025
India,Asia-Pacific,IIT Bombay,Master,Natural Sciences,2022,81.7,87.0,21400,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Experimental Design,53,72.7,57,2022
Germany,Europe,Heidelberg University,PhD,Healthcare & Medicine,2025,95.1,98.8,130500,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,87,78.1,83,2025
Mexico,Latin America,UNAM,Bachelor,Healthcare & Medicine,2015,86.6,94.4,25600,Healthcare,Public Health Specialist,Patient Care,Diagnostics,Clinical Research,47,11.4,73,2015
Switzerland,Europe,EPFL,Bachelor,Natural Sciences,2022,84.1,90.6,76400,Research/Academia,Physicist,Experimental Design,Scientific Writing,Laboratory Skills,46,73.0,45,2022
Australia,Asia-Pacific,University of Sydney,PhD,Natural Sciences,2015,88.6,91.5,80400,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Laboratory Skills,45,5.0,66,2015
USA,North America,Harvard,Bachelor,Business & Finance,2019,83.9,91.5,69600,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Strategic Planning,71,7.2,66,2019
Germany,Europe,Humboldt University,PhD,Social Sciences,2020,79.0,85.9,65300,Government/NGO,Economist,Data Analysis,Public Policy,Communication,76,27.7,61,2020
UK,Europe,Imperial College London,PhD,Data Science & AI,2024,94.4,97.8,119300,Technology/Consulting,AI Consultant,Big Data,Deep Learning,R,92,75.3,69,2024
Australia,Asia-Pacific,University of Sydney,PhD,Social Sciences,2016,83.0,87.2,72100,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Public Policy,50,9.6,64,2016
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Engineering,2020,88.0,94.1,54800,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,Lean Six Sigma,57,47.0,64,2020
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2016,83.1,87.9,38400,Finance/Consulting,Management Consultant,Financial Modeling,Data Analysis,Excel,56,5.0,53,2016
South Korea,Asia-Pacific,KAIST,Master,Healthcare & Medicine,2015,92.0,100.0,49900,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Patient Care,72,13.2,77,2015
Canada,North America,University of Toronto,Master,Natural Sciences,2018,78.5,82.0,51700,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,49,9.2,62,2018
Australia,Asia-Pacific,ANU,Bachelor,Healthcare & Medicine,2022,93.7,96.6,66200,Healthcare,Medical Doctor,Medical Coding,Diagnostics,Clinical Research,66,80.7,56,2022
Canada,North America,University of Toronto,Bachelor,Natural Sciences,2017,78.6,85.8,34500,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Laboratory Skills,73,5.0,77,2017
Sweden,Europe,KTH Royal Institute of Technology,PhD,Data Science & AI,2017,92.5,100.0,94800,Technology/Consulting,AI Consultant,R,Machine Learning,NLP,58,11.3,77,2017
Canada,North America,UBC,PhD,Engineering,2015,83.5,89.1,87700,Manufacturing/Construction,Civil Engineer,SolidWorks,MATLAB,Lean Six Sigma,46,11.3,64,2015
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2015,91.2,96.9,29500,Technology,Data Scientist,Java,DevOps,Python,69,15.6,69,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2020,96.3,99.5,48500,Technology,Data Scientist,SQL,Python,DevOps,73,34.0,90,2020
Brazil,Latin America,University of São Paulo,Master,Computer Science,2016,99.0,100.0,19100,Technology,AI Researcher,Python,Cloud Computing,React,74,9.7,74,2016
Netherlands,Europe,TU Delft,PhD,Social Sciences,2017,86.2,92.3,66100,Government/NGO,Economist,Public Policy,Communication,Data Analysis,54,9.0,67,2017
Mexico,Latin America,UNAM,PhD,Social Sciences,2017,88.7,94.9,22800,Government/NGO,Economist,Data Analysis,Communication,Qualitative Research,30,13.3,72,2017
USA,North America,Stanford,Bachelor,Healthcare & Medicine,2021,88.1,95.3,82000,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Diagnostics,71,42.3,76,2021
France,Europe,PSL University,Bachelor,Healthcare & Medicine,2024,83.1,86.8,62400,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Clinical Research,76,89.5,77,2024
Switzerland,Europe,ETH Zurich,PhD,Business & Finance,2019,85.6,89.3,140300,Finance/Consulting,Marketing Manager,Financial Modeling,Strategic Planning,Data Analysis,62,14.0,81,2019
USA,North America,UC Berkeley,PhD,Healthcare & Medicine,2016,96.5,100.0,119200,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Medical Coding,62,9.9,56,2016
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2025,87.5,91.2,28100,Healthcare,Medical Doctor,Patient Care,Diagnostics,Clinical Research,68,82.1,65,2025
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2015,82.3,87.3,54800,Manufacturing/Construction,Electrical Engineer,AutoCAD,SolidWorks,MATLAB,41,13.3,84,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Business & Finance,2016,79.2,82.6,85800,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Data Analysis,42,14.1,67,2016
China,Asia-Pacific,Fudan University,Bachelor,Natural Sciences,2017,70.0,76.3,26400,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Laboratory Skills,41,10.3,74,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2016,73.5,73.5,22400,Manufacturing/Construction,Mechanical Engineer,SolidWorks,AutoCAD,Project Management,53,19.0,88,2016
Singapore,Asia-Pacific,NUS,Bachelor,Computer Science,2017,87.5,94.2,67600,Technology,Cybersecurity Analyst,React,Python,Java,64,12.4,77,2017
Australia,Asia-Pacific,ANU,PhD,Data Science & AI,2017,99.0,100.0,114500,Technology/Consulting,Machine Learning Engineer,R,Deep Learning,NLP,68,9.9,43,2017
Canada,North America,McGill University,Master,Healthcare & Medicine,2016,89.2,93.2,71800,Healthcare,Pharmacist,Medical Coding,Diagnostics,Clinical Research,53,5.9,86,2016
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2024,80.0,84.3,20600,Finance/Consulting,Management Consultant,Strategic Planning,Excel,Financial Modeling,69,88.3,56,2024
USA,North America,Stanford,PhD,Healthcare & Medicine,2015,91.5,93.8,106700,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Medical Coding,41,7.6,83,2015
Mexico,Latin America,UNAM,Bachelor,Engineering,2015,81.0,87.7,19500,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,AutoCAD,48,12.0,68,2015
Netherlands,Europe,University of Amsterdam,Master,Natural Sciences,2016,78.3,78.5,55100,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Experimental Design,50,17.1,83,2016
Switzerland,Europe,ETH Zurich,Master,Computer Science,2022,97.4,100.0,126600,Technology,AI Researcher,SQL,Cloud Computing,React,85,53.8,65,2022
Canada,North America,University of Toronto,Master,Engineering,2019,87.3,92.0,75400,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,MATLAB,SolidWorks,53,10.0,79,2019
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2023,68.5,72.4,10500,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Communication,53,64.9,67,2023
USA,North America,Georgia Tech,Master,Social Sciences,2015,88.5,94.2,56200,Government/NGO,Sociologist,Communication,Public Policy,Qualitative Research,53,13.1,52,2015
USA,North America,Georgia Tech,Bachelor,Business & Finance,2022,79.6,86.0,83000,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Excel,53,44.5,82,2022
USA,North America,Stanford,PhD,Business & Finance,2020,78.5,81.8,119200,Finance/Consulting,Investment Banker,Data Analysis,Financial Modeling,Excel,71,28.1,94,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Healthcare & Medicine,2024,93.2,97.5,62800,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Diagnostics,74,74.6,67,2024
Japan,Asia-Pacific,Kyoto University,Master,Social Sciences,2020,76.2,82.7,47600,Government/NGO,Economist,Communication,Qualitative Research,Data Analysis,54,37.7,55,2020
USA,North America,Stanford,PhD,Computer Science,2017,92.0,100.0,99200,Technology,Cybersecurity Analyst,Python,Java,DevOps,81,9.9,66,2017
South Korea,Asia-Pacific,Seoul National University,PhD,Data Science & AI,2018,95.7,98.4,81400,Technology/Consulting,AI Consultant,Data Visualization,R,NLP,87,13.6,80,2018
USA,North America,Stanford,PhD,Data Science & AI,2024,93.1,99.4,151500,Technology/Consulting,Data Analyst,Machine Learning,Deep Learning,R,93,76.5,61,2024
USA,North America,Harvard,Master,Healthcare & Medicine,2015,99.0,100.0,86400,Healthcare,Medical Doctor,Medical Coding,Patient Care,Clinical Research,35,10.8,70,2015
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2016,81.2,85.8,20400,Finance/Consulting,Investment Banker,Strategic Planning,Financial Modeling,Data Analysis,66,5.0,57,2016
Germany,Europe,TU Munich,Master,Data Science & AI,2025,83.0,87.7,101600,Technology/Consulting,Machine Learning Engineer,NLP,Machine Learning,R,100,90.0,73,2025
USA,North America,Stanford,PhD,Business & Finance,2017,79.9,84.2,101100,Finance/Consulting,Investment Banker,Financial Modeling,Excel,Market Research,50,16.4,78,2017
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2021,84.2,90.2,36700,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Strategic Planning,73,65.8,54,2021
France,Europe,PSL University,Bachelor,Data Science & AI,2019,83.7,88.2,56300,Technology/Consulting,Data Analyst,Data Visualization,Deep Learning,Machine Learning,82,14.9,68,2019
South Korea,Asia-Pacific,KAIST,PhD,Business & Finance,2015,83.8,87.1,64200,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Strategic Planning,70,5.0,72,2015
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2023,83.0,87.7,47200,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Scientific Writing,62,68.2,90,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Healthcare & Medicine,2020,99.0,100.0,103700,Healthcare,Medical Doctor,Diagnostics,Patient Care,Clinical Research,57,35.7,78,2020
Australia,Asia-Pacific,University of Melbourne,Bachelor,Natural Sciences,2019,82.3,91.4,44900,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Scientific Writing,44,10.9,60,2019
UK,Europe,Cambridge,PhD,Engineering,2019,83.1,86.8,89300,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,SolidWorks,62,19.0,67,2019
India,Asia-Pacific,IIT Bombay,Bachelor,Healthcare & Medicine,2020,83.5,86.6,27500,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Clinical Research,64,54.8,75,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2019,91.2,93.7,71000,Healthcare,Medical Doctor,Patient Care,Diagnostics,Clinical Research,64,14.4,63,2019
USA,North America,Georgia Tech,Bachelor,Computer Science,2023,91.3,95.5,81300,Technology,Cloud Architect,DevOps,Python,Cloud Computing,85,90.0,66,2023
Germany,Europe,Heidelberg University,PhD,Engineering,2020,79.8,86.3,93600,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,SolidWorks,58,33.5,89,2020
Canada,North America,University of Toronto,Master,Social Sciences,2025,78.2,79.5,73900,Government/NGO,Sociologist,Data Analysis,Communication,Public Policy,80,83.2,81,2025
Japan,Asia-Pacific,University of Tokyo,Bachelor,Social Sciences,2021,84.5,87.0,29200,Government/NGO,Economist,Data Analysis,Communication,Qualitative Research,69,50.1,55,2021
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2017,96.4,100.0,44600,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Medical Coding,59,19.9,46,2017
Sweden,Europe,KTH Royal Institute of Technology,PhD,Healthcare & Medicine,2021,93.5,96.7,113200,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Patient Care,48,48.1,83,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2016,97.6,99.7,62000,Technology/Consulting,Data Analyst,Deep Learning,R,Big Data,71,5.0,75,2016
Canada,North America,McGill University,Bachelor,Data Science & AI,2018,87.9,87.9,70800,Technology/Consulting,AI Consultant,Deep Learning,Machine Learning,R,77,12.2,76,2018
USA,North America,MIT,Master,Business & Finance,2021,75.9,82.3,100600,Finance/Consulting,Marketing Manager,Strategic Planning,Data Analysis,Market Research,73,32.2,74,2021
Australia,Asia-Pacific,University of Sydney,Bachelor,Natural Sciences,2022,79.6,85.3,55300,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Experimental Design,59,53.2,70,2022
Canada,North America,University of Toronto,Master,Data Science & AI,2016,85.8,92.2,72800,Technology/Consulting,NLP Specialist,Machine Learning,R,Deep Learning,60,13.3,76,2016
Sweden,Europe,KTH Royal Institute of Technology,PhD,Computer Science,2020,89.6,97.0,89300,Technology,Software Engineer,Cybersecurity,SQL,DevOps,70,35.4,76,2020
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2017,81.7,85.5,30800,Finance/Consulting,Financial Analyst,Financial Modeling,Market Research,Strategic Planning,68,18.7,84,2017
Netherlands,Europe,University of Amsterdam,PhD,Data Science & AI,2019,89.0,92.3,103400,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,Big Data,83,12.1,91,2019
Israel,Middle East & Africa,Technion,Bachelor,Data Science & AI,2015,82.5,89.6,67600,Technology/Consulting,NLP Specialist,Data Visualization,Machine Learning,R,60,8.1,73,2015
UK,Europe,Oxford,Bachelor,Engineering,2025,95.5,100.0,75000,Manufacturing/Construction,Mechanical Engineer,MATLAB,AutoCAD,Project Management,68,90.0,83,2025
South Korea,Asia-Pacific,KAIST,Master,Social Sciences,2019,90.2,95.7,41100,Government/NGO,Economist,Public Policy,Communication,Qualitative Research,62,13.3,76,2019
South Korea,Asia-Pacific,KAIST,Bachelor,Business & Finance,2015,76.9,80.8,45300,Finance/Consulting,Management Consultant,Excel,Data Analysis,Strategic Planning,38,12.2,81,2015
France,Europe,PSL University,Bachelor,Natural Sciences,2025,88.4,93.4,55000,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Statistical Analysis,76,79.1,64,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2023,85.5,89.9,65500,Research/Academia,Chemist,Experimental Design,Scientific Writing,Statistical Analysis,65,54.8,64,2023
Mexico,Latin America,UNAM,Master,Natural Sciences,2015,84.1,90.1,24000,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Experimental Design,50,10.0,60,2015
Germany,Europe,TU Munich,Bachelor,Computer Science,2021,92.1,98.1,70500,Technology,Data Scientist,Python,React,DevOps,76,28.5,86,2021
Switzerland,Europe,EPFL,Master,Social Sciences,2016,76.9,83.3,69800,Government/NGO,Sociologist,Public Policy,Qualitative Research,Communication,48,15.3,79,2016
Australia,Asia-Pacific,University of Sydney,Bachelor,Natural Sciences,2024,73.2,80.6,64800,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,70,76.3,72,2024
Switzerland,Europe,ETH Zurich,Bachelor,Healthcare & Medicine,2016,92.0,95.0,76100,Healthcare,Pharmacist,Medical Coding,Diagnostics,Patient Care,38,5.0,86,2016
South Korea,Asia-Pacific,KAIST,PhD,Healthcare & Medicine,2022,99.0,100.0,84800,Healthcare,Pharmacist,Clinical Research,Diagnostics,Patient Care,46,48.8,88,2022
Switzerland,Europe,EPFL,Bachelor,Business & Finance,2020,77.3,82.6,87200,Finance/Consulting,Marketing Manager,Strategic Planning,Financial Modeling,Excel,65,51.2,91,2020
Japan,Asia-Pacific,University of Tokyo,Master,Natural Sciences,2019,74.6,78.8,49700,Research/Academia,Physicist,Scientific Writing,Statistical Analysis,Experimental Design,60,5.2,55,2019
Germany,Europe,Heidelberg University,PhD,Business & Finance,2020,82.8,87.8,101400,Finance/Consulting,Investment Banker,Excel,Data Analysis,Market Research,52,37.7,56,2020
Netherlands,Europe,TU Delft,Master,Social Sciences,2022,86.4,87.7,61900,Government/NGO,Policy Analyst,Communication,Public Policy,Data Analysis,54,45.0,60,2022
Singapore,Asia-Pacific,NTU,Bachelor,Natural Sciences,2023,72.8,75.9,62500,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Scientific Writing,55,72.1,71,2023
USA,North America,MIT,Master,Computer Science,2020,92.1,96.0,92000,Technology,AI Researcher,React,Java,Cloud Computing,77,56.7,90,2020
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2025,97.1,100.0,29000,Technology,Cybersecurity Analyst,Python,Java,Cloud Computing,78,90.0,93,2025
Israel,Middle East & Africa,Technion,Master,Healthcare & Medicine,2023,86.7,93.7,92400,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Clinical Research,68,75.5,75,2023
Canada,North America,University of Toronto,Master,Computer Science,2017,84.6,91.7,76300,Technology,Data Scientist,SQL,Cybersecurity,Java,85,8.9,69,2017
Sweden,Europe,KTH Royal Institute of Technology,Master,Social Sciences,2021,83.8,90.0,48200,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,61,61.2,64,2021
Sweden,Europe,KTH Royal Institute of Technology,PhD,Natural Sciences,2015,77.9,82.9,69700,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Scientific Writing,48,11.1,64,2015
Mexico,Latin America,UNAM,Master,Data Science & AI,2018,95.4,99.5,28600,Technology/Consulting,Machine Learning Engineer,Data Visualization,R,NLP,59,18.7,90,2018
Canada,North America,UBC,PhD,Healthcare & Medicine,2024,96.4,100.0,115500,Healthcare,Pharmacist,Medical Coding,Patient Care,Clinical Research,70,82.9,66,2024
Canada,North America,McGill University,PhD,Data Science & AI,2019,89.5,92.7,105500,Technology/Consulting,Data Analyst,R,NLP,Deep Learning,69,9.7,59,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Business & Finance,2025,90.4,94.3,105400,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Market Research,72,90.0,77,2025
Mexico,Latin America,UNAM,Master,Business & Finance,2021,85.0,90.9,28700,Finance/Consulting,Financial Analyst,Financial Modeling,Strategic Planning,Data Analysis,49,58.7,83,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Data Science & AI,2017,93.2,99.6,105400,Technology/Consulting,AI Consultant,NLP,Big Data,Deep Learning,71,15.4,100,2017
Canada,North America,University of Toronto,PhD,Data Science & AI,2023,86.1,91.7,119300,Technology/Consulting,Data Analyst,Deep Learning,R,Machine Learning,93,67.7,91,2023
India,Asia-Pacific,IISc Bangalore,Master,Business & Finance,2020,84.7,88.5,20800,Finance/Consulting,Management Consultant,Excel,Market Research,Data Analysis,77,59.9,58,2020
Brazil,Latin America,University of São Paulo,Bachelor,Natural Sciences,2025,84.3,88.5,21800,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Experimental Design,69,90.0,41,2025
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2017,87.8,91.8,21800,Technology,Cybersecurity Analyst,Java,SQL,Cloud Computing,88,5.0,82,2017
Israel,Middle East & Africa,Technion,Master,Natural Sciences,2017,79.9,86.4,61000,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Scientific Writing,57,12.9,84,2017
Singapore,Asia-Pacific,NUS,Bachelor,Business & Finance,2019,76.9,79.8,66000,Finance/Consulting,Financial Analyst,Strategic Planning,Market Research,Excel,49,24.7,88,2019
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2025,76.4,82.4,40800,Finance/Consulting,Marketing Manager,Data Analysis,Market Research,Strategic Planning,75,90.0,66,2025
Brazil,Latin America,University of São Paulo,PhD,Engineering,2020,84.6,89.8,38600,Manufacturing/Construction,Civil Engineer,AutoCAD,MATLAB,SolidWorks,37,37.7,57,2020
USA,North America,Stanford,Bachelor,Social Sciences,2020,94.9,100.0,55100,Government/NGO,Human Resources Specialist,Communication,Public Policy,Data Analysis,56,49.2,77,2020
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Natural Sciences,2015,83.0,92.1,23000,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Experimental Design,38,12.4,56,2015
Argentina,Latin America,University of Buenos Aires,Master,Business & Finance,2020,76.7,80.8,25700,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Data Analysis,57,49.8,83,2020
Germany,Europe,Humboldt University,Bachelor,Engineering,2015,80.3,83.9,45200,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,AutoCAD,37,8.9,65,2015
Canada,North America,UBC,Master,Natural Sciences,2023,83.4,85.7,82500,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Experimental Design,60,80.2,100,2023
USA,North America,MIT,Master,Business & Finance,2021,71.9,80.6,86500,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Strategic Planning,65,41.3,78,2021
Sweden,Europe,KTH Royal Institute of Technology,Master,Business & Finance,2025,81.3,86.9,71800,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Data Analysis,79,79.9,71,2025
Brazil,Latin America,University of São Paulo,Master,Computer Science,2016,92.5,95.7,25100,Technology,Data Scientist,DevOps,Java,Cybersecurity,67,5.0,79,2016
Australia,Asia-Pacific,University of Melbourne,Master,Social Sciences,2021,80.1,85.2,67100,Government/NGO,Human Resources Specialist,Communication,Public Policy,Data Analysis,47,47.0,69,2021
Sweden,Europe,Karolinska Institute,Master,Engineering,2015,75.7,83.6,73600,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,SolidWorks,59,11.4,96,2015
UK,Europe,Oxford,PhD,Social Sciences,2016,84.9,89.8,63500,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,64,15.5,60,2016
Japan,Asia-Pacific,Kyoto University,Bachelor,Computer Science,2017,89.0,92.4,42400,Technology,AI Researcher,SQL,Python,Cloud Computing,73,16.2,63,2017
South Korea,Asia-Pacific,Seoul National University,Bachelor,Natural Sciences,2015,80.3,87.0,33700,Research/Academia,Biologist,Laboratory Skills,Experimental Design,Scientific Writing,30,7.0,73,2015
South Korea,Asia-Pacific,KAIST,PhD,Computer Science,2020,90.5,91.8,85600,Technology,Software Engineer,SQL,Cloud Computing,Java,86,33.6,52,2020
Mexico,Latin America,UNAM,Master,Natural Sciences,2021,80.3,84.1,20300,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Laboratory Skills,39,59.0,89,2021
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Computer Science,2021,84.3,88.9,66300,Technology,Cybersecurity Analyst,Cybersecurity,DevOps,SQL,81,56.0,80,2021
Switzerland,Europe,EPFL,Master,Healthcare & Medicine,2015,91.7,97.6,99500,Healthcare,Medical Doctor,Patient Care,Diagnostics,Medical Coding,64,13.5,81,2015
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2025,97.1,100.0,29200,Technology/Consulting,AI Consultant,R,Machine Learning,Deep Learning,81,90.0,80,2025
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2018,80.6,86.2,67300,Government/NGO,Economist,Data Analysis,Qualitative Research,Communication,60,11.0,74,2018
UAE,Middle East & Africa,Khalifa University,PhD,Engineering,2023,88.4,93.7,112700,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Lean Six Sigma,AutoCAD,75,59.7,75,2023
Mexico,Latin America,UNAM,Master,Data Science & AI,2015,90.2,93.5,35900,Technology/Consulting,NLP Specialist,Big Data,Deep Learning,Data Visualization,63,5.0,58,2015
UK,Europe,LSE,Master,Natural Sciences,2024,74.2,79.3,66300,Research/Academia,Environmental Scientist,Experimental Design,Laboratory Skills,Statistical Analysis,77,70.9,92,2024
China,Asia-Pacific,Peking University,PhD,Social Sciences,2015,88.2,91.8,40000,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,58,5.0,83,2015
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2025,95.8,98.4,126500,Healthcare,Pharmacist,Medical Coding,Diagnostics,Clinical Research,61,90.0,55,2025
Japan,Asia-Pacific,University of Tokyo,Bachelor,Natural Sciences,2022,73.2,79.9,47300,Research/Academia,Biologist,Scientific Writing,Experimental Design,Statistical Analysis,51,65.5,79,2022
Brazil,Latin America,University of São Paulo,PhD,Engineering,2015,85.9,91.4,30400,Manufacturing/Construction,Electrical Engineer,MATLAB,Lean Six Sigma,SolidWorks,44,5.0,40,2015
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Engineering,2022,72.2,77.4,31500,Manufacturing/Construction,Electrical Engineer,Project Management,SolidWorks,AutoCAD,61,66.8,65,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2021,83.7,89.3,45100,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Laboratory Skills,65,54.7,46,2021
Canada,North America,University of Toronto,PhD,Natural Sciences,2025,86.1,89.0,99300,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Scientific Writing,67,89.6,67,2025
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2024,90.2,97.3,47900,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Excel,54,86.2,89,2024
UK,Europe,LSE,PhD,Healthcare & Medicine,2024,98.5,100.0,116800,Healthcare,Pharmacist,Medical Coding,Diagnostics,Patient Care,78,82.5,85,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2019,91.4,95.7,76200,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,Big Data,93,5.9,92,2019
South Africa,Middle East & Africa,University of Cape Town,PhD,Social Sciences,2023,76.0,81.7,40400,Government/NGO,Sociologist,Qualitative Research,Public Policy,Communication,44,76.3,83,2023
Singapore,Asia-Pacific,NUS,PhD,Social Sciences,2017,83.6,92.5,72400,Government/NGO,Sociologist,Communication,Data Analysis,Public Policy,48,5.0,92,2017
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Social Sciences,2023,83.0,90.0,95100,Government/NGO,Policy Analyst,Communication,Qualitative Research,Public Policy,79,62.6,62,2023
Canada,North America,University of Toronto,Bachelor,Social Sciences,2015,88.4,94.6,45900,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Public Policy,41,19.9,62,2015
India,Asia-Pacific,IIT Bombay,PhD,Natural Sciences,2019,84.7,92.8,26600,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Laboratory Skills,66,12.1,76,2019
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2023,85.8,85.8,33400,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Qualitative Research,63,72.4,52,2023
Mexico,Latin America,UNAM,PhD,Data Science & AI,2023,92.0,100.0,45400,Technology/Consulting,Data Analyst,Machine Learning,NLP,R,100,65.3,67,2023
Israel,Middle East & Africa,Technion,PhD,Social Sciences,2025,80.7,86.1,90100,Government/NGO,Economist,Communication,Data Analysis,Public Policy,62,78.7,79,2025
South Korea,Asia-Pacific,Seoul National University,PhD,Computer Science,2017,89.0,95.8,76000,Technology,Software Engineer,Java,React,Cybersecurity,67,11.3,82,2017
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2019,93.5,97.5,33700,Healthcare,Medical Doctor,Patient Care,Clinical Research,Diagnostics,56,9.0,58,2019
South Korea,Asia-Pacific,Seoul National University,Bachelor,Engineering,2020,72.3,76.3,44700,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,AutoCAD,MATLAB,57,37.4,66,2020
Argentina,Latin America,University of Buenos Aires,Bachelor,Natural Sciences,2020,82.4,89.1,14800,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Scientific Writing,53,28.0,54,2020
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2018,88.2,91.7,17100,Technology/Consulting,AI Consultant,Deep Learning,R,Big Data,63,7.7,72,2018
India,Asia-Pacific,IISc Bangalore,PhD,Business & Finance,2023,80.2,84.4,41400,Finance/Consulting,Management Consultant,Financial Modeling,Market Research,Excel,56,69.7,57,2023
Brazil,Latin America,University of São Paulo,Bachelor,Social Sciences,2020,71.1,75.4,21800,Government/NGO,Sociologist,Data Analysis,Public Policy,Qualitative Research,63,41.8,100,2020
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2020,78.0,82.8,40500,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Laboratory Skills,42,39.2,57,2020
France,Europe,PSL University,Bachelor,Engineering,2023,77.3,82.0,62100,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,MATLAB,59,87.4,65,2023
Sweden,Europe,KTH Royal Institute of Technology,PhD,Business & Finance,2016,87.1,93.0,92600,Finance/Consulting,Investment Banker,Strategic Planning,Data Analysis,Excel,55,12.0,41,2016
UK,Europe,LSE,PhD,Data Science & AI,2015,97.2,100.0,90100,Technology/Consulting,Data Analyst,Machine Learning,NLP,Big Data,55,9.7,95,2015
Australia,Asia-Pacific,University of Melbourne,PhD,Natural Sciences,2018,82.7,89.6,88500,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Experimental Design,52,5.0,56,2018
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2025,78.6,83.1,33300,Finance/Consulting,Investment Banker,Financial Modeling,Market Research,Excel,67,90.0,94,2025
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2016,90.5,96.0,86300,Healthcare,Medical Doctor,Medical Coding,Diagnostics,Patient Care,36,17.4,52,2016
South Korea,Asia-Pacific,KAIST,Master,Natural Sciences,2025,75.8,79.6,58100,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Experimental Design,61,83.9,61,2025
Sweden,Europe,Karolinska Institute,PhD,Data Science & AI,2025,97.2,100.0,120300,Technology/Consulting,Machine Learning Engineer,Deep Learning,R,Big Data,92,90.0,62,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2024,88.8,96.2,61000,Technology,Cloud Architect,Cybersecurity,DevOps,SQL,89,74.7,77,2024
Canada,North America,University of Toronto,PhD,Social Sciences,2020,86.4,92.2,68200,Government/NGO,Economist,Qualitative Research,Data Analysis,Public Policy,56,31.6,56,2020
Germany,Europe,Humboldt University,Master,Engineering,2016,87.4,91.1,68900,Manufacturing/Construction,Robotics Engineer,Project Management,AutoCAD,MATLAB,56,5.0,61,2016
UAE,Middle East & Africa,Khalifa University,PhD,Computer Science,2019,88.5,91.6,100900,Technology,Cybersecurity Analyst,Python,Java,Cybersecurity,71,11.5,67,2019
Japan,Asia-Pacific,University of Tokyo,PhD,Social Sciences,2018,72.4,76.2,46000,Government/NGO,Economist,Public Policy,Qualitative Research,Data Analysis,60,5.0,62,2018
South Korea,Asia-Pacific,KAIST,Master,Healthcare & Medicine,2025,98.2,100.0,72400,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Clinical Research,73,90.0,40,2025
South Korea,Asia-Pacific,Seoul National University,Bachelor,Data Science & AI,2018,91.1,97.1,54600,Technology/Consulting,AI Consultant,Deep Learning,Data Visualization,R,100,5.0,95,2018
Sweden,Europe,Karolinska Institute,Master,Business & Finance,2022,82.7,87.6,76400,Finance/Consulting,Investment Banker,Excel,Market Research,Strategic Planning,59,54.3,74,2022
Sweden,Europe,KTH Royal Institute of Technology,Master,Natural Sciences,2017,85.0,89.2,47800,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Laboratory Skills,42,7.7,88,2017
USA,North America,Georgia Tech,PhD,Business & Finance,2024,84.8,88.3,129400,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Excel,75,86.9,97,2024
Israel,Middle East & Africa,Technion,Master,Business & Finance,2018,84.6,89.8,76900,Finance/Consulting,Marketing Manager,Market Research,Excel,Financial Modeling,68,6.4,81,2018
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2015,90.9,96.1,72100,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Clinical Research,52,9.4,73,2015
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2025,97.9,100.0,59600,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,65,81.1,84,2025
USA,North America,UC Berkeley,Bachelor,Computer Science,2019,97.4,100.0,78700,Technology,Data Scientist,Cloud Computing,Java,Python,75,5.0,64,2019
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2015,78.9,85.2,36600,Finance/Consulting,Management Consultant,Financial Modeling,Excel,Market Research,48,11.6,52,2015
Australia,Asia-Pacific,ANU,PhD,Engineering,2021,68.0,72.7,104500,Manufacturing/Construction,Mechanical Engineer,SolidWorks,MATLAB,Lean Six Sigma,45,62.1,81,2021
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2021,97.6,100.0,35200,Healthcare,Pharmacist,Medical Coding,Patient Care,Diagnostics,79,59.3,66,2021
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2018,75.7,79.1,75900,Manufacturing/Construction,Civil Engineer,AutoCAD,MATLAB,Lean Six Sigma,49,7.4,54,2018
Germany,Europe,Heidelberg University,PhD,Social Sciences,2016,81.7,87.4,71600,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Communication,46,5.0,74,2016
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2024,80.9,83.2,15100,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,AutoCAD,87,89.1,71,2024
USA,North America,Georgia Tech,PhD,Engineering,2017,78.8,84.9,109000,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,MATLAB,55,11.3,89,2017
USA,North America,Harvard,Bachelor,Healthcare & Medicine,2021,91.4,93.1,85800,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,52,48.8,71,2021
Netherlands,Europe,University of Amsterdam,Master,Engineering,2018,93.3,100.0,60500,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,MATLAB,62,10.4,66,2018
South Africa,Middle East & Africa,University of Cape Town,PhD,Social Sciences,2020,83.4,88.9,29900,Government/NGO,Economist,Data Analysis,Communication,Public Policy,47,43.3,67,2020
Mexico,Latin America,UNAM,Bachelor,Computer Science,2018,85.7,89.9,12100,Technology,Data Scientist,Cybersecurity,SQL,DevOps,94,12.8,49,2018
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2024,83.5,90.7,97700,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Diagnostics,63,79.1,89,2024
Argentina,Latin America,University of Buenos Aires,PhD,Healthcare & Medicine,2015,86.0,89.8,21100,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Patient Care,60,5.0,40,2015
Canada,North America,University of Toronto,Master,Natural Sciences,2021,84.0,91.4,64000,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Laboratory Skills,57,45.9,87,2021
France,Europe,Ecole Polytechnique,Bachelor,Natural Sciences,2016,78.1,83.4,31000,Research/Academia,Biologist,Scientific Writing,Experimental Design,Statistical Analysis,56,7.5,70,2016
UK,Europe,Oxford,PhD,Healthcare & Medicine,2016,89.7,95.6,78200,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Diagnostics,42,10.3,76,2016
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2025,80.9,83.9,23800,Finance/Consulting,Marketing Manager,Market Research,Excel,Strategic Planning,67,90.0,72,2025
South Africa,Middle East & Africa,University of Cape Town,PhD,Business & Finance,2018,84.1,90.6,41300,Finance/Consulting,Management Consultant,Data Analysis,Market Research,Financial Modeling,35,15.8,64,2018
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Healthcare & Medicine,2020,97.2,99.5,91800,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Clinical Research,52,37.1,58,2020
Netherlands,Europe,TU Delft,Bachelor,Engineering,2023,75.7,79.6,70000,Manufacturing/Construction,Mechanical Engineer,SolidWorks,MATLAB,Lean Six Sigma,68,58.0,64,2023
Netherlands,Europe,TU Delft,Bachelor,Natural Sciences,2017,78.3,83.1,45900,Research/Academia,Physicist,Experimental Design,Scientific Writing,Statistical Analysis,48,5.0,74,2017
Canada,North America,University of Toronto,Master,Computer Science,2024,91.3,96.8,100300,Technology,Cybersecurity Analyst,Python,React,DevOps,94,67.3,95,2024
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Social Sciences,2022,88.2,91.7,24000,Government/NGO,Sociologist,Data Analysis,Public Policy,Communication,82,67.8,78,2022
UK,Europe,Cambridge,PhD,Engineering,2025,81.8,89.2,105200,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,Lean Six Sigma,71,70.3,53,2025
UK,Europe,Imperial College London,Master,Data Science & AI,2025,92.8,97.7,95200,Technology/Consulting,Machine Learning Engineer,Data Visualization,NLP,Deep Learning,100,70.5,72,2025
USA,North America,Georgia Tech,Master,Social Sciences,2023,85.0,89.9,64900,Government/NGO,Economist,Communication,Qualitative Research,Data Analysis,70,61.4,89,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2015,94.2,98.9,69700,Healthcare,Medical Doctor,Medical Coding,Clinical Research,Patient Care,55,6.5,82,2015
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2023,96.6,100.0,97100,Technology,AI Researcher,Cloud Computing,Cybersecurity,React,89,57.1,78,2023
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2020,70.7,73.3,20400,Research/Academia,Physicist,Experimental Design,Scientific Writing,Statistical Analysis,57,37.0,51,2020
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2025,81.3,85.9,31700,Finance/Consulting,Marketing Manager,Strategic Planning,Market Research,Data Analysis,62,90.0,94,2025
Australia,Asia-Pacific,ANU,Bachelor,Social Sciences,2019,76.9,82.9,44900,Government/NGO,Human Resources Specialist,Qualitative Research,Data Analysis,Public Policy,54,9.3,81,2019
China,Asia-Pacific,Fudan University,Bachelor,Business & Finance,2020,86.6,91.7,27100,Finance/Consulting,Management Consultant,Excel,Strategic Planning,Market Research,55,39.1,69,2020
Sweden,Europe,KTH Royal Institute of Technology,Master,Social Sciences,2018,88.7,93.8,42400,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,60,14.8,54,2018
Germany,Europe,TU Munich,Bachelor,Natural Sciences,2024,78.7,85.4,60300,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,46,79.0,60,2024
Canada,North America,UBC,Bachelor,Natural Sciences,2023,82.4,85.9,58400,Research/Academia,Biologist,Laboratory Skills,Statistical Analysis,Scientific Writing,58,68.9,56,2023
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2023,79.4,79.4,28200,Manufacturing/Construction,Civil Engineer,MATLAB,SolidWorks,AutoCAD,62,59.6,45,2023
Canada,North America,McGill University,PhD,Computer Science,2023,93.5,100.0,107500,Technology,Cybersecurity Analyst,Cloud Computing,DevOps,Java,89,63.9,76,2023
Canada,North America,McGill University,PhD,Computer Science,2015,89.5,92.2,87500,Technology,Cloud Architect,React,Java,DevOps,52,8.1,72,2015
Canada,North America,McGill University,PhD,Natural Sciences,2019,80.9,84.0,79500,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Experimental Design,64,5.0,81,2019
South Korea,Asia-Pacific,KAIST,Master,Engineering,2022,77.5,79.6,55400,Manufacturing/Construction,Electrical Engineer,SolidWorks,Project Management,Lean Six Sigma,58,69.8,77,2022
South Korea,Asia-Pacific,KAIST,Master,Engineering,2024,83.9,86.7,69000,Manufacturing/Construction,Electrical Engineer,Project Management,Lean Six Sigma,AutoCAD,64,72.2,89,2024
Switzerland,Europe,EPFL,Master,Engineering,2017,85.7,92.5,90300,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,AutoCAD,72,8.0,80,2017
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2023,89.9,91.8,53200,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Diagnostics,47,77.1,41,2023
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2017,82.2,87.6,40300,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Qualitative Research,58,11.1,89,2017
Canada,North America,UBC,Master,Data Science & AI,2020,87.9,91.3,83300,Technology/Consulting,AI Consultant,R,Big Data,NLP,88,49.0,76,2020
Canada,North America,University of Toronto,Master,Natural Sciences,2025,75.4,83.7,80500,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Laboratory Skills,85,90.0,96,2025
Japan,Asia-Pacific,Kyoto University,PhD,Business & Finance,2016,80.4,83.9,64700,Finance/Consulting,Financial Analyst,Data Analysis,Excel,Strategic Planning,59,5.0,81,2016
Sweden,Europe,Karolinska Institute,Master,Social Sciences,2024,84.7,90.3,67900,Government/NGO,Economist,Data Analysis,Public Policy,Communication,58,71.5,88,2024
India,Asia-Pacific,IIT Delhi,Master,Social Sciences,2019,81.1,85.2,23600,Government/NGO,Sociologist,Communication,Data Analysis,Qualitative Research,37,5.0,98,2019
Mexico,Latin America,UNAM,Master,Engineering,2017,82.2,89.2,17700,Manufacturing/Construction,Civil Engineer,AutoCAD,Project Management,MATLAB,41,10.9,84,2017
Singapore,Asia-Pacific,NUS,Bachelor,Engineering,2021,94.3,96.0,68700,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,SolidWorks,72,48.3,81,2021
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2016,87.6,93.0,77400,Healthcare,Medical Doctor,Clinical Research,Patient Care,Diagnostics,33,13.0,74,2016
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2019,85.3,91.0,19000,Government/NGO,Economist,Data Analysis,Communication,Public Policy,59,5.6,59,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Social Sciences,2020,87.2,91.7,46600,Government/NGO,Sociologist,Communication,Qualitative Research,Data Analysis,60,31.0,87,2020
Israel,Middle East & Africa,Technion,PhD,Healthcare & Medicine,2017,99.0,100.0,108400,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Patient Care,50,11.2,79,2017
South Korea,Asia-Pacific,Seoul National University,Bachelor,Business & Finance,2019,75.6,82.4,45200,Finance/Consulting,Financial Analyst,Excel,Data Analysis,Strategic Planning,65,5.4,90,2019
China,Asia-Pacific,Tsinghua University,PhD,Natural Sciences,2017,83.7,88.8,50200,Research/Academia,Physicist,Scientific Writing,Statistical Analysis,Experimental Design,59,5.7,70,2017
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2021,84.4,86.3,8000,Research/Academia,Physicist,Scientific Writing,Experimental Design,Laboratory Skills,77,46.7,66,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2021,89.8,97.6,37900,Healthcare,Pharmacist,Diagnostics,Clinical Research,Medical Coding,37,62.8,75,2021
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2025,74.6,83.0,23700,Finance/Consulting,Management Consultant,Strategic Planning,Excel,Market Research,60,78.5,87,2025
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2019,75.3,80.7,25500,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,MATLAB,47,15.5,85,2019
Singapore,Asia-Pacific,NTU,Bachelor,Data Science & AI,2015,91.8,100.0,70600,Technology/Consulting,Data Analyst,Deep Learning,Machine Learning,Big Data,69,5.0,76,2015
Canada,North America,McGill University,Bachelor,Social Sciences,2022,74.9,79.2,59300,Government/NGO,Economist,Public Policy,Data Analysis,Communication,68,59.5,55,2022
Canada,North America,University of Toronto,Master,Business & Finance,2019,92.9,98.2,81200,Finance/Consulting,Investment Banker,Data Analysis,Excel,Strategic Planning,48,5.0,73,2019
China,Asia-Pacific,Tsinghua University,Bachelor,Data Science & AI,2021,92.4,97.4,48200,Technology/Consulting,Data Analyst,Machine Learning,Big Data,Data Visualization,76,39.1,82,2021
France,Europe,Ecole Polytechnique,Bachelor,Computer Science,2018,82.3,90.5,58700,Technology,Software Engineer,DevOps,SQL,Java,81,17.0,49,2018
Netherlands,Europe,TU Delft,PhD,Social Sciences,2018,82.3,88.3,58600,Government/NGO,Sociologist,Data Analysis,Qualitative Research,Communication,73,13.5,66,2018
Sweden,Europe,KTH Royal Institute of Technology,PhD,Healthcare & Medicine,2023,99.0,100.0,106300,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Medical Coding,82,67.2,93,2023
France,Europe,PSL University,PhD,Engineering,2016,82.3,86.3,78200,Manufacturing/Construction,Mechanical Engineer,Project Management,SolidWorks,Lean Six Sigma,48,12.1,71,2016
France,Europe,PSL University,Master,Natural Sciences,2018,80.4,85.6,50600,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Statistical Analysis,34,12.3,55,2018
China,Asia-Pacific,Tsinghua University,Bachelor,Business & Finance,2016,71.6,73.0,26800,Finance/Consulting,Investment Banker,Market Research,Excel,Data Analysis,38,6.5,99,2016
Canada,North America,UBC,Bachelor,Social Sciences,2023,80.9,86.7,47700,Government/NGO,Economist,Public Policy,Data Analysis,Qualitative Research,67,69.2,52,2023
Australia,Asia-Pacific,ANU,Master,Natural Sciences,2022,90.3,91.9,79500,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Experimental Design,53,57.2,55,2022
France,Europe,PSL University,Master,Social Sciences,2022,77.6,86.9,56400,Government/NGO,Economist,Communication,Data Analysis,Qualitative Research,75,62.1,85,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2022,78.4,81.8,59400,Government/NGO,Policy Analyst,Communication,Data Analysis,Public Policy,64,68.6,72,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2019,77.2,82.1,47200,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Laboratory Skills,57,19.9,49,2019
UK,Europe,Imperial College London,PhD,Engineering,2020,90.4,100.0,92300,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,Lean Six Sigma,55,44.9,78,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Business & Finance,2025,80.8,86.6,80700,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Data Analysis,44,90.0,71,2025
USA,North America,Stanford,Bachelor,Engineering,2016,90.2,93.9,61200,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Project Management,AutoCAD,47,20.0,57,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Healthcare & Medicine,2024,92.3,98.9,126400,Healthcare,Biomedical Researcher,Medical Coding,Clinical Research,Patient Care,70,67.1,62,2024
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2022,79.6,85.5,45800,Government/NGO,Sociologist,Public Policy,Qualitative Research,Data Analysis,68,42.2,85,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2024,99.0,100.0,125300,Technology,Software Engineer,Cloud Computing,Cybersecurity,Python,99,84.7,90,2024
China,Asia-Pacific,Tsinghua University,PhD,Computer Science,2016,92.5,100.0,57000,Technology,Cybersecurity Analyst,React,Java,Cybersecurity,80,12.9,50,2016
Germany,Europe,Humboldt University,PhD,Engineering,2024,84.5,89.8,100900,Manufacturing/Construction,Mechanical Engineer,Project Management,SolidWorks,MATLAB,61,81.4,93,2024
South Africa,Middle East & Africa,University of Cape Town,PhD,Social Sciences,2021,77.3,82.1,39200,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Communication,53,46.1,63,2021
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2022,86.7,91.5,51700,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Diagnostics,58,30.7,100,2022
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2024,91.1,96.2,42800,Technology/Consulting,NLP Specialist,Deep Learning,Big Data,NLP,76,90.0,98,2024
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2021,86.4,91.7,38500,Finance/Consulting,Investment Banker,Financial Modeling,Market Research,Strategic Planning,48,45.9,71,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2018,88.9,93.7,56300,Technology/Consulting,AI Consultant,Deep Learning,R,Machine Learning,75,10.3,54,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Business & Finance,2020,73.6,80.5,51400,Finance/Consulting,Management Consultant,Strategic Planning,Market Research,Data Analysis,38,51.5,90,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2019,68.2,72.5,53600,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Statistical Analysis,57,5.0,62,2019
Canada,North America,McGill University,Bachelor,Business & Finance,2024,83.3,86.5,77800,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Market Research,52,76.7,66,2024
USA,North America,Harvard,Master,Natural Sciences,2021,78.6,84.6,80500,Research/Academia,Physicist,Experimental Design,Laboratory Skills,Scientific Writing,81,58.2,69,2021
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2020,91.2,98.6,41900,Technology,AI Researcher,Cybersecurity,SQL,Java,73,40.5,70,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Social Sciences,2021,73.1,78.8,39400,Government/NGO,Economist,Data Analysis,Communication,Public Policy,61,55.0,61,2021
Mexico,Latin America,UNAM,Bachelor,Engineering,2020,75.6,84.0,27100,Manufacturing/Construction,Mechanical Engineer,AutoCAD,SolidWorks,MATLAB,42,44.3,77,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Business & Finance,2023,82.1,89.7,68100,Finance/Consulting,Marketing Manager,Data Analysis,Strategic Planning,Financial Modeling,43,75.0,40,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2024,89.4,93.2,52400,Government/NGO,Economist,Qualitative Research,Communication,Public Policy,56,78.0,100,2024
Canada,North America,McGill University,Master,Social Sciences,2024,76.0,84.0,55700,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Qualitative Research,86,79.0,51,2024
Japan,Asia-Pacific,University of Tokyo,Master,Data Science & AI,2024,99.0,100.0,92100,Technology/Consulting,Data Analyst,NLP,Machine Learning,R,79,79.5,67,2024
Australia,Asia-Pacific,University of Sydney,PhD,Engineering,2022,90.3,97.0,108800,Manufacturing/Construction,Electrical Engineer,AutoCAD,Project Management,Lean Six Sigma,53,73.8,74,2022
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Social Sciences,2015,87.3,90.1,40800,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,49,7.3,46,2015
Canada,North America,UBC,Bachelor,Data Science & AI,2022,99.0,100.0,76500,Technology/Consulting,Data Analyst,Data Visualization,Machine Learning,R,83,66.4,71,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Healthcare & Medicine,2019,86.5,92.0,92300,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Clinical Research,50,5.0,87,2019
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2015,81.5,87.0,23700,Manufacturing/Construction,Electrical Engineer,MATLAB,Project Management,Lean Six Sigma,60,11.1,83,2015
Canada,North America,UBC,Bachelor,Computer Science,2021,96.6,100.0,65500,Technology,Software Engineer,React,Cloud Computing,SQL,83,37.3,74,2021
Canada,North America,UBC,Master,Engineering,2021,78.1,81.4,72600,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,Project Management,51,71.2,89,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2022,83.9,89.0,81500,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Medical Coding,51,53.0,56,2022
South Korea,Asia-Pacific,KAIST,PhD,Engineering,2015,81.0,88.2,69100,Manufacturing/Construction,Electrical Engineer,MATLAB,Lean Six Sigma,Project Management,56,21.5,47,2015
Switzerland,Europe,EPFL,Bachelor,Social Sciences,2019,85.7,88.8,69400,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,68,11.7,66,2019
France,Europe,Ecole Polytechnique,PhD,Engineering,2016,79.4,88.5,70700,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,Lean Six Sigma,52,13.9,58,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2020,96.7,99.0,70800,Healthcare,Biomedical Researcher,Diagnostics,Medical Coding,Clinical Research,55,40.3,71,2020
Switzerland,Europe,ETH Zurich,Bachelor,Data Science & AI,2023,92.0,98.4,107800,Technology/Consulting,Data Analyst,Deep Learning,Data Visualization,NLP,93,60.1,65,2023
China,Asia-Pacific,Fudan University,PhD,Social Sciences,2016,87.5,89.7,44500,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,55,5.0,70,2016
South Korea,Asia-Pacific,KAIST,Master,Business & Finance,2025,76.5,79.8,78600,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Financial Modeling,77,74.6,60,2025
Germany,Europe,TU Munich,PhD,Healthcare & Medicine,2019,89.8,94.4,108200,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Clinical Research,65,12.1,74,2019
Canada,North America,University of Toronto,PhD,Natural Sciences,2022,84.9,89.6,85700,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Experimental Design,68,55.0,67,2022
Netherlands,Europe,University of Amsterdam,Master,Engineering,2017,81.1,84.5,59200,Manufacturing/Construction,Robotics Engineer,Project Management,Lean Six Sigma,AutoCAD,42,11.3,73,2017
Canada,North America,McGill University,Bachelor,Social Sciences,2025,77.8,83.7,57300,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,75,90.0,57,2025
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2022,94.8,99.8,35900,Technology/Consulting,Machine Learning Engineer,Deep Learning,Data Visualization,Big Data,63,61.6,100,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Healthcare & Medicine,2024,87.6,93.4,99100,Healthcare,Pharmacist,Clinical Research,Medical Coding,Diagnostics,71,90.0,51,2024
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2021,96.0,100.0,49600,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,65,60.3,83,2021
France,Europe,Ecole Polytechnique,Master,Data Science & AI,2019,95.4,100.0,69700,Technology/Consulting,AI Consultant,Data Visualization,Deep Learning,NLP,78,10.4,67,2019
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2025,80.8,83.6,80600,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,66,90.0,88,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2022,87.0,97.0,85500,Technology/Consulting,Data Analyst,Machine Learning,Deep Learning,Data Visualization,86,72.8,67,2022
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2025,85.4,92.9,30200,Government/NGO,Policy Analyst,Qualitative Research,Communication,Public Policy,80,90.0,65,2025
Canada,North America,UBC,Master,Computer Science,2023,92.9,99.8,86000,Technology,Cloud Architect,React,DevOps,Cybersecurity,83,80.7,91,2023
Netherlands,Europe,University of Amsterdam,Bachelor,Natural Sciences,2017,75.8,80.5,39800,Research/Academia,Chemist,Scientific Writing,Experimental Design,Laboratory Skills,57,7.4,90,2017
Germany,Europe,Humboldt University,Bachelor,Business & Finance,2019,80.2,82.3,62600,Finance/Consulting,Financial Analyst,Excel,Data Analysis,Strategic Planning,44,11.4,40,2019
USA,North America,Stanford,Bachelor,Healthcare & Medicine,2019,89.2,100.0,82400,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,81,9.1,68,2019
UAE,Middle East & Africa,Khalifa University,Bachelor,Engineering,2024,88.5,90.2,72100,Manufacturing/Construction,Robotics Engineer,SolidWorks,Lean Six Sigma,Project Management,50,73.8,78,2024
USA,North America,Stanford,PhD,Data Science & AI,2024,98.3,100.0,151800,Technology/Consulting,Machine Learning Engineer,NLP,Big Data,Deep Learning,64,88.6,57,2024
Germany,Europe,TU Munich,PhD,Data Science & AI,2015,93.7,100.0,87100,Technology/Consulting,AI Consultant,Deep Learning,Machine Learning,R,68,7.7,67,2015
USA,North America,MIT,Master,Engineering,2017,74.5,78.1,78400,Manufacturing/Construction,Electrical Engineer,MATLAB,Project Management,SolidWorks,59,11.6,72,2017
USA,North America,Harvard,Master,Data Science & AI,2021,90.3,91.0,101700,Technology/Consulting,AI Consultant,Machine Learning,Data Visualization,NLP,83,64.3,47,2021
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2019,84.6,92.2,30000,Research/Academia,Chemist,Scientific Writing,Experimental Design,Statistical Analysis,53,6.5,40,2019
Switzerland,Europe,ETH Zurich,Bachelor,Healthcare & Medicine,2025,99.0,100.0,111400,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,69,90.0,69,2025
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2024,97.1,100.0,53300,Healthcare,Pharmacist,Medical Coding,Clinical Research,Patient Care,68,70.2,89,2024
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2018,90.2,97.2,47100,Technology/Consulting,NLP Specialist,Machine Learning,NLP,Big Data,71,6.1,58,2018
USA,North America,Georgia Tech,Master,Business & Finance,2015,83.6,84.9,70200,Finance/Consulting,Financial Analyst,Excel,Market Research,Data Analysis,37,5.0,68,2015
USA,North America,Harvard,Master,Natural Sciences,2016,79.6,82.5,66500,Research/Academia,Physicist,Scientific Writing,Statistical Analysis,Experimental Design,40,12.3,61,2016
Canada,North America,McGill University,Master,Social Sciences,2024,76.8,82.2,66400,Government/NGO,Sociologist,Public Policy,Data Analysis,Communication,81,85.9,63,2024
Singapore,Asia-Pacific,NTU,Master,Natural Sciences,2015,80.0,85.1,63300,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,46,9.2,73,2015
South Africa,Middle East & Africa,University of Cape Town,Master,Social Sciences,2015,76.2,78.4,18400,Government/NGO,Policy Analyst,Communication,Data Analysis,Qualitative Research,33,5.0,72,2015
Switzerland,Europe,EPFL,Master,Computer Science,2017,93.8,98.9,100600,Technology,Cybersecurity Analyst,Cloud Computing,Python,SQL,54,13.3,82,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Healthcare & Medicine,2016,92.1,95.4,48100,Healthcare,Medical Doctor,Medical Coding,Diagnostics,Patient Care,52,5.0,43,2016
South Korea,Asia-Pacific,Seoul National University,Master,Engineering,2020,80.6,84.8,55100,Manufacturing/Construction,Electrical Engineer,SolidWorks,MATLAB,AutoCAD,48,36.0,74,2020
UK,Europe,Imperial College London,Bachelor,Natural Sciences,2018,80.9,84.6,45500,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Experimental Design,67,5.0,77,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Business & Finance,2023,83.7,88.2,81000,Finance/Consulting,Investment Banker,Excel,Market Research,Financial Modeling,60,80.4,48,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Computer Science,2022,91.0,98.5,92600,Technology,Software Engineer,DevOps,React,Cybersecurity,87,50.3,65,2022
Canada,North America,University of Toronto,PhD,Natural Sciences,2024,79.5,86.4,89600,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Scientific Writing,54,90.0,82,2024
Canada,North America,University of Toronto,PhD,Natural Sciences,2019,80.7,85.4,85400,Research/Academia,Chemist,Statistical Analysis,Experimental Design,Laboratory Skills,43,7.4,77,2019
Japan,Asia-Pacific,Kyoto University,Master,Social Sciences,2016,75.7,80.0,48600,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,50,5.0,78,2016
USA,North America,Georgia Tech,PhD,Healthcare & Medicine,2016,92.0,96.1,109700,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,44,10.0,66,2016
India,Asia-Pacific,IISc Bangalore,Master,Healthcare & Medicine,2018,87.6,93.2,26300,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Diagnostics,72,10.7,84,2018
Israel,Middle East & Africa,Technion,Bachelor,Computer Science,2022,90.8,93.6,66100,Technology,Cybersecurity Analyst,React,Python,SQL,69,52.6,87,2022
USA,North America,UC Berkeley,Master,Engineering,2024,82.5,84.4,103400,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,MATLAB,66,83.0,72,2024
Japan,Asia-Pacific,University of Tokyo,PhD,Natural Sciences,2025,78.5,83.4,69400,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Experimental Design,75,68.0,67,2025
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2025,85.5,91.9,28200,Government/NGO,Economist,Data Analysis,Qualitative Research,Public Policy,75,82.0,41,2025
Switzerland,Europe,EPFL,Master,Business & Finance,2017,86.3,94.0,98700,Finance/Consulting,Marketing Manager,Excel,Market Research,Strategic Planning,61,12.1,75,2017
USA,North America,UC Berkeley,Bachelor,Data Science & AI,2022,89.3,97.7,85200,Technology/Consulting,AI Consultant,Data Visualization,Deep Learning,R,74,76.1,65,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2016,74.2,80.4,57100,Research/Academia,Biologist,Scientific Writing,Experimental Design,Laboratory Skills,44,5.0,73,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Business & Finance,2018,78.8,80.8,104600,Finance/Consulting,Financial Analyst,Market Research,Strategic Planning,Excel,55,9.6,78,2018
Mexico,Latin America,UNAM,Master,Engineering,2024,81.0,89.7,34400,Manufacturing/Construction,Electrical Engineer,SolidWorks,Lean Six Sigma,MATLAB,70,76.5,45,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Social Sciences,2016,81.3,88.2,56500,Government/NGO,Sociologist,Data Analysis,Public Policy,Qualitative Research,56,5.0,72,2016
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2021,97.6,100.0,75900,Technology/Consulting,NLP Specialist,Machine Learning,Big Data,NLP,89,50.6,75,2021
South Korea,Asia-Pacific,Seoul National University,Bachelor,Engineering,2017,73.3,77.6,48000,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,SolidWorks,46,11.9,88,2017
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2024,79.3,83.5,25000,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,77,85.4,76,2024
Australia,Asia-Pacific,ANU,Master,Business & Finance,2020,74.9,80.9,81100,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Excel,51,61.8,78,2020
France,Europe,PSL University,Master,Healthcare & Medicine,2015,88.2,93.0,61500,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,47,15.6,72,2015
China,Asia-Pacific,Tsinghua University,Master,Social Sciences,2024,90.7,95.8,34500,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Qualitative Research,75,73.9,75,2024
Mexico,Latin America,UNAM,PhD,Engineering,2025,73.6,82.6,40600,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,AutoCAD,82,86.0,53,2025
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Engineering,2019,81.7,87.4,78300,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,AutoCAD,59,12.5,91,2019
USA,North America,UC Berkeley,PhD,Business & Finance,2017,77.8,85.5,110200,Finance/Consulting,Marketing Manager,Financial Modeling,Strategic Planning,Excel,70,25.8,53,2017
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2022,72.6,78.7,31000,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,MATLAB,58,79.2,58,2022
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2024,77.6,78.7,16300,Finance/Consulting,Financial Analyst,Financial Modeling,Data Analysis,Excel,75,59.3,70,2024
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2020,91.4,99.7,40600,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Patient Care,63,31.4,69,2020
Canada,North America,UBC,Bachelor,Engineering,2023,82.4,84.6,65200,Manufacturing/Construction,Mechanical Engineer,MATLAB,SolidWorks,Lean Six Sigma,71,43.0,60,2023
UAE,Middle East & Africa,Khalifa University,Master,Social Sciences,2025,84.4,89.5,64300,Government/NGO,Policy Analyst,Public Policy,Communication,Qualitative Research,55,80.2,72,2025
Australia,Asia-Pacific,University of Melbourne,Master,Business & Finance,2023,78.4,82.4,89700,Finance/Consulting,Management Consultant,Data Analysis,Excel,Strategic Planning,72,64.8,68,2023
Japan,Asia-Pacific,University of Tokyo,Bachelor,Social Sciences,2024,72.9,74.2,53500,Government/NGO,Policy Analyst,Communication,Data Analysis,Qualitative Research,75,73.2,65,2024
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2025,91.7,99.9,31600,Technology,Software Engineer,Cloud Computing,React,Cybersecurity,98,90.0,48,2025
South Korea,Asia-Pacific,Seoul National University,Bachelor,Healthcare & Medicine,2016,75.8,79.2,40300,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Clinical Research,61,12.6,66,2016
Japan,Asia-Pacific,University of Tokyo,PhD,Computer Science,2024,89.6,95.0,96300,Technology,Cybersecurity Analyst,Java,Cybersecurity,SQL,95,63.8,74,2024
India,Asia-Pacific,IIT Delhi,PhD,Engineering,2022,80.9,87.3,40400,Manufacturing/Construction,Mechanical Engineer,Project Management,AutoCAD,Lean Six Sigma,92,59.0,75,2022
Switzerland,Europe,ETH Zurich,Master,Natural Sciences,2021,82.2,88.1,89900,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,63,39.8,73,2021
Switzerland,Europe,EPFL,Bachelor,Social Sciences,2019,82.2,89.2,70500,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Communication,55,13.7,74,2019
Mexico,Latin America,UNAM,Master,Social Sciences,2023,82.8,85.9,17500,Government/NGO,Human Resources Specialist,Qualitative Research,Data Analysis,Communication,59,71.9,74,2023
India,Asia-Pacific,IISc Bangalore,Master,Computer Science,2019,96.5,100.0,21900,Technology,AI Researcher,SQL,DevOps,React,70,5.0,67,2019
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2020,83.6,87.8,71500,Government/NGO,Sociologist,Data Analysis,Communication,Qualitative Research,39,36.1,65,2020
Japan,Asia-Pacific,University of Tokyo,Master,Social Sciences,2024,77.8,86.1,56500,Government/NGO,Economist,Data Analysis,Qualitative Research,Public Policy,48,90.0,66,2024
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2015,91.6,98.9,38700,Healthcare,Pharmacist,Clinical Research,Diagnostics,Medical Coding,46,5.0,91,2015
USA,North America,UC Berkeley,Master,Engineering,2019,82.4,89.8,84500,Manufacturing/Construction,Mechanical Engineer,MATLAB,Project Management,AutoCAD,47,13.0,61,2019
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2018,83.4,85.4,68800,Government/NGO,Policy Analyst,Public Policy,Communication,Data Analysis,48,16.8,83,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2025,84.2,88.6,84000,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Scientific Writing,83,88.0,73,2025
South Korea,Asia-Pacific,Seoul National University,PhD,Business & Finance,2019,79.1,87.2,79800,Finance/Consulting,Financial Analyst,Data Analysis,Excel,Strategic Planning,42,18.1,64,2019
Canada,North America,University of Toronto,Master,Business & Finance,2020,71.8,75.9,76700,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Strategic Planning,49,33.9,67,2020
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2021,91.0,96.7,33500,Healthcare,Medical Doctor,Patient Care,Medical Coding,Diagnostics,51,41.2,96,2021
Switzerland,Europe,EPFL,Bachelor,Healthcare & Medicine,2025,98.3,100.0,107200,Healthcare,Medical Doctor,Clinical Research,Patient Care,Medical Coding,70,90.0,89,2025
USA,North America,MIT,PhD,Social Sciences,2019,81.1,85.9,83600,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,61,14.5,70,2019
USA,North America,UC Berkeley,Master,Engineering,2020,89.4,95.2,90800,Manufacturing/Construction,Robotics Engineer,SolidWorks,AutoCAD,MATLAB,63,24.8,40,2020
Mexico,Latin America,UNAM,PhD,Natural Sciences,2016,82.5,86.5,27800,Research/Academia,Environmental Scientist,Statistical Analysis,Laboratory Skills,Experimental Design,54,9.7,86,2016
Canada,North America,McGill University,PhD,Data Science & AI,2021,89.3,96.2,116500,Technology/Consulting,AI Consultant,Machine Learning,NLP,R,79,55.3,62,2021
Canada,North America,McGill University,PhD,Engineering,2017,83.4,88.4,84000,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,Project Management,58,8.7,42,2017
Singapore,Asia-Pacific,NTU,Bachelor,Social Sciences,2020,84.0,88.4,49300,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,57,49.9,59,2020
UK,Europe,Cambridge,Bachelor,Social Sciences,2024,79.2,83.2,41100,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Communication,58,78.2,77,2024
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2022,84.5,93.2,41100,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Statistical Analysis,60,62.8,62,2022
Singapore,Asia-Pacific,NUS,Master,Computer Science,2018,88.3,92.4,81400,Technology,Cybersecurity Analyst,SQL,React,Cybersecurity,79,21.7,59,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2017,89.7,95.5,50400,Technology,Cybersecurity Analyst,DevOps,React,Python,76,16.4,40,2017
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2017,80.5,87.7,55500,Government/NGO,Sociologist,Public Policy,Data Analysis,Communication,38,5.0,78,2017
Canada,North America,UBC,Bachelor,Natural Sciences,2024,74.5,77.6,59200,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Scientific Writing,58,81.1,60,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Business & Finance,2020,65.7,69.0,57500,Finance/Consulting,Financial Analyst,Data Analysis,Excel,Financial Modeling,48,37.4,61,2020
India,Asia-Pacific,IIT Bombay,PhD,Engineering,2020,73.7,78.8,37700,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,Project Management,65,58.6,62,2020
Brazil,Latin America,University of São Paulo,PhD,Engineering,2022,74.0,74.2,43300,Manufacturing/Construction,Mechanical Engineer,Project Management,AutoCAD,SolidWorks,72,59.9,87,2022
Israel,Middle East & Africa,Technion,Bachelor,Business & Finance,2016,82.6,91.3,51800,Finance/Consulting,Investment Banker,Financial Modeling,Market Research,Data Analysis,56,11.4,70,2016
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2022,89.8,93.6,33300,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Scientific Writing,69,44.4,52,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2024,78.3,86.2,78200,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,MATLAB,67,61.6,83,2024
UAE,Middle East & Africa,Khalifa University,Master,Business & Finance,2015,84.7,89.8,64300,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Financial Modeling,34,10.8,100,2015
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2018,92.7,99.9,104600,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Clinical Research,58,11.0,53,2018
USA,North America,MIT,Bachelor,Social Sciences,2022,85.2,88.5,58700,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Communication,78,59.1,56,2022
Canada,North America,McGill University,Bachelor,Business & Finance,2019,78.6,85.1,65500,Finance/Consulting,Investment Banker,Excel,Data Analysis,Financial Modeling,55,9.7,77,2019
USA,North America,Stanford,Bachelor,Business & Finance,2023,70.0,72.8,81600,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Data Analysis,75,68.7,62,2023
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Social Sciences,2025,74.6,75.6,18300,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,68,84.0,55,2025
UK,Europe,Cambridge,PhD,Business & Finance,2018,84.8,94.0,88100,Finance/Consulting,Marketing Manager,Data Analysis,Strategic Planning,Financial Modeling,40,15.8,84,2018
Israel,Middle East & Africa,Technion,Master,Engineering,2018,82.3,86.4,70500,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,AutoCAD,57,17.5,79,2018
India,Asia-Pacific,IIT Delhi,PhD,Engineering,2025,80.8,82.9,41600,Manufacturing/Construction,Electrical Engineer,MATLAB,Lean Six Sigma,AutoCAD,67,90.0,47,2025
UK,Europe,Oxford,Master,Engineering,2016,81.9,84.9,57000,Manufacturing/Construction,Civil Engineer,SolidWorks,Lean Six Sigma,Project Management,44,7.9,49,2016
India,Asia-Pacific,IIT Delhi,PhD,Engineering,2025,86.5,88.9,34200,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,MATLAB,54,83.7,80,2025
Canada,North America,UBC,Master,Natural Sciences,2018,78.9,84.0,59700,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Scientific Writing,38,12.5,75,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2021,95.0,97.8,19300,Technology/Consulting,Machine Learning Engineer,Big Data,Deep Learning,NLP,93,51.5,64,2021
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2023,80.7,88.2,25800,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Communication,55,62.4,85,2023
Canada,North America,McGill University,Bachelor,Computer Science,2023,94.5,100.0,68100,Technology,Data Scientist,SQL,Python,DevOps,81,76.8,52,2023
France,Europe,Ecole Polytechnique,Bachelor,Social Sciences,2016,81.0,86.9,39900,Government/NGO,Economist,Public Policy,Qualitative Research,Communication,45,5.0,77,2016
Argentina,Latin America,University of Buenos Aires,Master,Business & Finance,2017,79.7,86.5,10700,Finance/Consulting,Marketing Manager,Data Analysis,Strategic Planning,Market Research,55,19.7,85,2017
USA,North America,UC Berkeley,PhD,Data Science & AI,2023,93.1,98.0,141600,Technology/Consulting,AI Consultant,Machine Learning,R,Data Visualization,70,60.6,61,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Data Science & AI,2015,93.2,97.7,75600,Technology/Consulting,Machine Learning Engineer,Big Data,R,Machine Learning,53,12.0,80,2015
Mexico,Latin America,UNAM,PhD,Computer Science,2020,91.4,97.6,37900,Technology,Software Engineer,Cloud Computing,Java,Cybersecurity,86,43.1,57,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Engineering,2023,87.2,91.0,73200,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,MATLAB,86,64.7,70,2023
France,Europe,Ecole Polytechnique,Master,Healthcare & Medicine,2025,92.4,93.9,83300,Healthcare,Medical Doctor,Diagnostics,Patient Care,Clinical Research,64,79.1,72,2025
Japan,Asia-Pacific,Kyoto University,Master,Healthcare & Medicine,2023,94.5,94.7,81200,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,86,73.0,58,2023
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Business & Finance,2016,80.9,84.5,26800,Finance/Consulting,Management Consultant,Financial Modeling,Data Analysis,Market Research,53,7.0,63,2016
USA,North America,Stanford,Master,Computer Science,2017,84.1,89.4,84100,Technology,Cloud Architect,DevOps,Java,React,79,12.6,82,2017
Canada,North America,McGill University,PhD,Healthcare & Medicine,2017,90.3,97.0,100800,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,40,5.5,55,2017
Canada,North America,University of Toronto,Bachelor,Computer Science,2018,94.7,100.0,66700,Technology,Cybersecurity Analyst,SQL,Cybersecurity,Cloud Computing,86,5.6,75,2018
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2025,95.5,100.0,45600,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Medical Coding,66,90.0,83,2025
India,Asia-Pacific,IIT Delhi,Bachelor,Business & Finance,2020,79.7,82.6,18700,Finance/Consulting,Management Consultant,Excel,Financial Modeling,Data Analysis,35,42.0,79,2020
South Korea,Asia-Pacific,Seoul National University,PhD,Engineering,2023,73.3,77.6,81000,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,AutoCAD,43,83.7,53,2023
Germany,Europe,TU Munich,Bachelor,Data Science & AI,2024,94.7,97.9,85600,Technology/Consulting,AI Consultant,Deep Learning,Data Visualization,R,76,83.5,57,2024
Germany,Europe,Humboldt University,PhD,Computer Science,2025,90.6,92.0,121100,Technology,AI Researcher,Cloud Computing,SQL,Java,67,90.0,61,2025
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2016,96.5,100.0,26700,Technology/Consulting,Data Analyst,Machine Learning,Data Visualization,Big Data,69,8.3,77,2016
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2023,81.1,87.2,11000,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Qualitative Research,72,50.6,58,2023
Australia,Asia-Pacific,ANU,Bachelor,Natural Sciences,2024,80.5,86.5,57000,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Laboratory Skills,82,75.1,62,2024
USA,North America,Georgia Tech,Bachelor,Data Science & AI,2015,91.5,99.0,77200,Technology/Consulting,NLP Specialist,Data Visualization,Big Data,Deep Learning,72,5.0,50,2015
China,Asia-Pacific,Peking University,Bachelor,Healthcare & Medicine,2025,93.3,100.0,38400,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,88,90.0,87,2025
UK,Europe,Oxford,PhD,Natural Sciences,2022,77.2,83.9,79400,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Statistical Analysis,68,61.1,75,2022
Mexico,Latin America,UNAM,PhD,Data Science & AI,2021,99.0,100.0,42600,Technology/Consulting,NLP Specialist,Deep Learning,Data Visualization,R,87,58.5,77,2021
China,Asia-Pacific,Peking University,Master,Data Science & AI,2019,95.0,97.2,48000,Technology/Consulting,Data Analyst,Data Visualization,Big Data,Machine Learning,88,5.0,74,2019
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2017,94.0,98.9,19500,Technology/Consulting,Data Analyst,NLP,Data Visualization,Big Data,58,12.1,61,2017
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2022,90.0,95.8,79200,Technology/Consulting,NLP Specialist,Big Data,R,Machine Learning,74,54.1,63,2022
USA,North America,UC Berkeley,PhD,Data Science & AI,2021,99.0,100.0,140900,Technology/Consulting,Data Analyst,Deep Learning,Big Data,Data Visualization,92,28.3,52,2021
Germany,Europe,Heidelberg University,Master,Healthcare & Medicine,2022,84.5,86.3,85000,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,68,57.9,75,2022
Israel,Middle East & Africa,Technion,Bachelor,Natural Sciences,2015,81.3,87.6,50500,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Scientific Writing,49,5.0,85,2015
Canada,North America,McGill University,Bachelor,Business & Finance,2025,75.3,80.0,69300,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Data Analysis,60,85.8,75,2025
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2024,78.5,82.5,48000,Finance/Consulting,Marketing Manager,Data Analysis,Excel,Market Research,78,85.0,100,2024
Canada,North America,UBC,PhD,Healthcare & Medicine,2015,98.7,100.0,99400,Healthcare,Biomedical Researcher,Medical Coding,Clinical Research,Diagnostics,57,9.7,61,2015
South Korea,Asia-Pacific,Seoul National University,Master,Engineering,2015,86.0,92.0,50000,Manufacturing/Construction,Electrical Engineer,MATLAB,Lean Six Sigma,Project Management,41,13.7,60,2015
Canada,North America,McGill University,PhD,Social Sciences,2016,81.5,86.0,66600,Government/NGO,Policy Analyst,Qualitative Research,Communication,Public Policy,59,5.0,99,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2025,78.3,84.0,56700,Research/Academia,Physicist,Scientific Writing,Statistical Analysis,Experimental Design,75,89.0,69,2025
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Engineering,2023,78.8,86.6,32700,Manufacturing/Construction,Robotics Engineer,MATLAB,Lean Six Sigma,Project Management,74,78.7,55,2023
India,Asia-Pacific,IIT Bombay,Bachelor,Engineering,2023,78.5,81.5,22600,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,MATLAB,69,64.6,79,2023
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2017,88.6,91.8,11300,Research/Academia,Biologist,Laboratory Skills,Statistical Analysis,Scientific Writing,56,14.0,61,2017
India,Asia-Pacific,IIT Delhi,PhD,Healthcare & Medicine,2020,86.9,94.8,42500,Healthcare,Medical Doctor,Patient Care,Medical Coding,Diagnostics,60,34.0,65,2020
USA,North America,Stanford,PhD,Engineering,2018,80.1,83.6,109800,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,AutoCAD,53,5.0,97,2018
Canada,North America,UBC,Bachelor,Computer Science,2015,94.2,99.6,53300,Technology,Software Engineer,SQL,DevOps,React,60,10.0,81,2015
UK,Europe,Oxford,PhD,Healthcare & Medicine,2024,99.0,100.0,113900,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Diagnostics,77,75.4,53,2024
USA,North America,Harvard,PhD,Computer Science,2016,94.0,100.0,105700,Technology,Data Scientist,SQL,Python,Cybersecurity,50,10.0,72,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Data Science & AI,2015,99.0,100.0,84400,Technology/Consulting,AI Consultant,Machine Learning,Deep Learning,R,83,8.9,84,2015
India,Asia-Pacific,IISc Bangalore,PhD,Healthcare & Medicine,2018,99.0,100.0,44200,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Medical Coding,53,8.3,77,2018
France,Europe,PSL University,PhD,Computer Science,2016,88.8,93.9,85000,Technology,AI Researcher,Java,Cybersecurity,DevOps,51,17.2,62,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Computer Science,2017,91.5,98.7,84300,Technology,Cybersecurity Analyst,SQL,Cloud Computing,DevOps,45,9.9,68,2017
Switzerland,Europe,ETH Zurich,Master,Computer Science,2020,99.0,100.0,112500,Technology,Cloud Architect,Python,DevOps,SQL,87,43.6,88,2020
Netherlands,Europe,University of Amsterdam,PhD,Data Science & AI,2023,89.3,96.5,112600,Technology/Consulting,AI Consultant,NLP,Machine Learning,Big Data,90,54.6,61,2023
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2024,85.4,89.1,38000,Finance/Consulting,Marketing Manager,Excel,Data Analysis,Financial Modeling,38,85.2,51,2024
South Korea,Asia-Pacific,Seoul National University,Bachelor,Natural Sciences,2022,65.8,72.5,31700,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Experimental Design,65,57.7,90,2022
Canada,North America,McGill University,PhD,Social Sciences,2025,91.1,93.3,88600,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Communication,69,73.8,66,2025
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2016,86.1,91.2,23700,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,SolidWorks,58,13.5,100,2016
Israel,Middle East & Africa,Technion,Bachelor,Natural Sciences,2021,75.3,80.8,54600,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Scientific Writing,53,64.8,65,2021
South Korea,Asia-Pacific,KAIST,Master,Healthcare & Medicine,2019,88.9,95.3,60000,Healthcare,Medical Doctor,Patient Care,Diagnostics,Clinical Research,56,6.8,94,2019
South Korea,Asia-Pacific,KAIST,Bachelor,Social Sciences,2017,80.2,86.5,28000,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,37,12.4,54,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2024,75.2,81.6,24700,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Data Analysis,79,88.6,73,2024
Canada,North America,McGill University,Bachelor,Data Science & AI,2025,87.1,95.1,80500,Technology/Consulting,AI Consultant,Data Visualization,NLP,R,83,79.6,79,2025
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2021,86.5,88.6,79800,Technology,Cybersecurity Analyst,DevOps,Cloud Computing,SQL,77,49.2,73,2021
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2025,92.6,97.3,37100,Healthcare,Pharmacist,Medical Coding,Diagnostics,Clinical Research,68,90.0,89,2025
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2022,80.7,83.7,44200,Finance/Consulting,Marketing Manager,Financial Modeling,Data Analysis,Excel,49,66.7,78,2022
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2021,92.4,100.0,34400,Technology,Cybersecurity Analyst,Cloud Computing,DevOps,Cybersecurity,77,59.6,69,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Computer Science,2015,94.2,100.0,30000,Technology,AI Researcher,Cybersecurity,Python,Java,73,10.4,69,2015
Singapore,Asia-Pacific,NUS,PhD,Data Science & AI,2021,98.9,100.0,141700,Technology/Consulting,AI Consultant,Machine Learning,Data Visualization,R,83,60.1,77,2021
Mexico,Latin America,UNAM,PhD,Engineering,2018,81.5,86.3,31900,Manufacturing/Construction,Mechanical Engineer,Project Management,MATLAB,SolidWorks,30,11.1,62,2018
Canada,North America,University of Toronto,Master,Engineering,2015,81.3,84.0,72200,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,MATLAB,AutoCAD,49,5.0,77,2015
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2022,96.0,99.5,26800,Technology,Cybersecurity Analyst,Cybersecurity,Python,Cloud Computing,84,46.3,80,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2022,95.5,100.0,119500,Technology,AI Researcher,Python,React,Java,88,76.0,65,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2019,84.6,87.8,20000,Healthcare,Pharmacist,Medical Coding,Patient Care,Clinical Research,58,15.5,66,2019
USA,North America,Harvard,Master,Computer Science,2019,89.2,93.1,91700,Technology,Cloud Architect,Cybersecurity,DevOps,Java,80,5.0,89,2019
USA,North America,Georgia Tech,Master,Data Science & AI,2016,94.9,97.3,88700,Technology/Consulting,NLP Specialist,Big Data,NLP,Data Visualization,78,13.4,75,2016
France,Europe,PSL University,PhD,Natural Sciences,2019,84.2,86.9,65600,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Experimental Design,55,15.1,81,2019
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2022,88.1,94.4,40700,Healthcare,Pharmacist,Patient Care,Clinical Research,Medical Coding,64,36.8,81,2022
Sweden,Europe,Karolinska Institute,Master,Social Sciences,2023,87.3,90.1,59100,Government/NGO,Economist,Data Analysis,Communication,Public Policy,34,72.8,74,2023
South Korea,Asia-Pacific,Seoul National University,Bachelor,Engineering,2025,75.1,85.6,44400,Manufacturing/Construction,Electrical Engineer,MATLAB,SolidWorks,Project Management,66,90.0,60,2025
USA,North America,UC Berkeley,Master,Natural Sciences,2019,80.4,84.9,63100,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,54,9.4,73,2019
UK,Europe,Cambridge,Bachelor,Computer Science,2018,83.7,89.7,56900,Technology,Cybersecurity Analyst,SQL,Cloud Computing,DevOps,56,5.0,81,2018
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2018,92.7,94.9,106400,Technology,Software Engineer,Java,Cloud Computing,SQL,68,8.7,46,2018
Japan,Asia-Pacific,University of Tokyo,PhD,Natural Sciences,2015,86.3,94.1,54800,Research/Academia,Physicist,Experimental Design,Laboratory Skills,Scientific Writing,45,13.8,41,2015
Australia,Asia-Pacific,University of Sydney,Bachelor,Business & Finance,2020,76.0,81.6,69300,Finance/Consulting,Financial Analyst,Financial Modeling,Data Analysis,Excel,57,53.2,56,2020
UK,Europe,Oxford,PhD,Social Sciences,2024,81.6,86.3,81200,Government/NGO,Economist,Communication,Qualitative Research,Public Policy,66,71.5,69,2024
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2024,82.5,87.6,72100,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Laboratory Skills,75,89.2,54,2024
Germany,Europe,TU Munich,Bachelor,Engineering,2019,74.1,80.2,62200,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Lean Six Sigma,Project Management,64,5.0,71,2019
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2020,89.2,96.9,28300,Technology,Data Scientist,Cybersecurity,DevOps,React,73,31.9,71,2020
India,Asia-Pacific,IIT Delhi,Master,Social Sciences,2020,80.5,87.9,23800,Government/NGO,Policy Analyst,Communication,Public Policy,Data Analysis,65,18.2,62,2020
France,Europe,Ecole Polytechnique,Master,Social Sciences,2020,83.6,83.6,48000,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,85,45.3,72,2020
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2016,99.0,100.0,38100,Technology/Consulting,Data Analyst,Deep Learning,R,NLP,81,10.7,67,2016
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2015,78.9,82.5,22900,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Strategic Planning,36,9.6,44,2015
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2017,79.8,85.1,17600,Research/Academia,Biologist,Scientific Writing,Experimental Design,Laboratory Skills,48,25.4,90,2017
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2015,82.4,86.2,8400,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,39,5.0,76,2015
UK,Europe,LSE,Bachelor,Social Sciences,2019,84.8,91.8,38700,Government/NGO,Policy Analyst,Communication,Data Analysis,Public Policy,71,5.7,77,2019
Germany,Europe,Humboldt University,PhD,Natural Sciences,2025,80.6,84.1,98700,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Experimental Design,86,90.0,79,2025
Mexico,Latin America,UNAM,Master,Engineering,2025,75.2,79.0,26400,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,MATLAB,Project Management,68,79.4,69,2025
Canada,North America,McGill University,Bachelor,Business & Finance,2021,74.4,80.7,55800,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Financial Modeling,68,46.1,54,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Engineering,2019,79.4,85.7,58700,Manufacturing/Construction,Robotics Engineer,Project Management,AutoCAD,Lean Six Sigma,67,7.5,52,2019
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2017,85.9,89.8,31700,Technology/Consulting,NLP Specialist,Big Data,Machine Learning,NLP,87,14.1,72,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2018,81.1,88.2,10200,Manufacturing/Construction,Robotics Engineer,Project Management,MATLAB,Lean Six Sigma,52,16.8,89,2018
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2018,91.5,97.7,34600,Healthcare,Pharmacist,Medical Coding,Diagnostics,Clinical Research,70,12.2,62,2018
Netherlands,Europe,TU Delft,Bachelor,Data Science & AI,2019,91.2,93.6,62100,Technology/Consulting,Data Analyst,Deep Learning,Big Data,Data Visualization,76,15.5,40,2019
Australia,Asia-Pacific,ANU,PhD,Business & Finance,2016,88.6,92.7,101500,Finance/Consulting,Management Consultant,Financial Modeling,Data Analysis,Market Research,57,10.0,88,2016
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2021,76.0,82.2,35100,Finance/Consulting,Investment Banker,Market Research,Excel,Financial Modeling,59,50.8,59,2021
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2022,86.5,90.0,87800,Manufacturing/Construction,Electrical Engineer,MATLAB,AutoCAD,SolidWorks,50,56.1,76,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Social Sciences,2020,87.5,94.1,62200,Government/NGO,Economist,Qualitative Research,Communication,Public Policy,69,43.3,49,2020
India,Asia-Pacific,IISc Bangalore,Master,Data Science & AI,2022,96.6,100.0,32000,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,R,89,56.8,54,2022
France,Europe,PSL University,Master,Computer Science,2017,92.8,96.5,65000,Technology,Cybersecurity Analyst,DevOps,Cloud Computing,React,71,5.3,86,2017
Japan,Asia-Pacific,Kyoto University,PhD,Data Science & AI,2021,99.0,100.0,94100,Technology/Consulting,Data Analyst,Deep Learning,R,Data Visualization,81,39.9,40,2021
Israel,Middle East & Africa,Technion,Bachelor,Engineering,2015,73.1,80.9,47100,Manufacturing/Construction,Robotics Engineer,Project Management,Lean Six Sigma,AutoCAD,51,11.9,40,2015
India,Asia-Pacific,IISc Bangalore,Master,Business & Finance,2016,85.7,91.3,18400,Finance/Consulting,Management Consultant,Data Analysis,Financial Modeling,Strategic Planning,50,12.8,94,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2017,91.6,97.0,77700,Technology,Data Scientist,Python,Cloud Computing,SQL,97,5.0,80,2017
India,Asia-Pacific,IIT Bombay,PhD,Healthcare & Medicine,2019,95.8,99.5,36600,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Clinical Research,57,13.6,100,2019
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2016,77.0,81.2,25100,Government/NGO,Policy Analyst,Communication,Public Policy,Qualitative Research,47,5.0,65,2016
Mexico,Latin America,UNAM,Master,Engineering,2015,74.9,82.0,26400,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,MATLAB,54,6.3,67,2015
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2015,86.7,91.7,26700,Government/NGO,Sociologist,Communication,Public Policy,Qualitative Research,47,10.4,62,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2025,90.2,95.5,42100,Research/Academia,Physicist,Scientific Writing,Statistical Analysis,Laboratory Skills,73,89.4,58,2025
Israel,Middle East & Africa,Technion,Master,Data Science & AI,2017,83.3,92.8,84400,Technology/Consulting,Machine Learning Engineer,Deep Learning,Data Visualization,Machine Learning,61,5.0,63,2017
Germany,Europe,Heidelberg University,Master,Data Science & AI,2025,91.3,93.9,108500,Technology/Consulting,AI Consultant,NLP,Deep Learning,Machine Learning,100,90.0,78,2025
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2017,99.0,100.0,38600,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Clinical Research,47,18.1,75,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Business & Finance,2022,72.8,77.4,75400,Finance/Consulting,Marketing Manager,Excel,Data Analysis,Financial Modeling,55,68.3,86,2022
Australia,Asia-Pacific,University of Melbourne,Master,Social Sciences,2021,81.1,88.4,52400,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Qualitative Research,60,57.3,75,2021
Sweden,Europe,KTH Royal Institute of Technology,Master,Healthcare & Medicine,2025,89.9,92.5,94100,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,58,90.0,70,2025
Canada,North America,McGill University,Bachelor,Engineering,2025,77.9,82.3,68400,Manufacturing/Construction,Robotics Engineer,MATLAB,Project Management,Lean Six Sigma,80,86.6,49,2025
Australia,Asia-Pacific,University of Melbourne,PhD,Computer Science,2015,92.0,97.0,98800,Technology,Cybersecurity Analyst,Cybersecurity,Python,SQL,86,9.9,74,2015
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2024,81.9,88.1,28300,Government/NGO,Policy Analyst,Communication,Qualitative Research,Data Analysis,52,82.0,71,2024
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2022,88.2,93.9,78400,Government/NGO,Policy Analyst,Qualitative Research,Public Policy,Data Analysis,78,50.1,72,2022
Canada,North America,UBC,Master,Data Science & AI,2024,85.9,92.8,99500,Technology/Consulting,AI Consultant,NLP,Data Visualization,Big Data,100,79.8,77,2024
India,Asia-Pacific,IIT Bombay,Bachelor,Computer Science,2024,86.4,87.8,26300,Technology,Cybersecurity Analyst,Cloud Computing,React,Python,80,66.1,95,2024
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2015,89.5,96.3,69500,Technology,Cybersecurity Analyst,Java,React,DevOps,58,6.2,71,2015
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2024,93.8,99.3,33200,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,68,84.0,73,2024
USA,North America,Stanford,Bachelor,Engineering,2016,80.2,83.1,57200,Manufacturing/Construction,Civil Engineer,AutoCAD,Project Management,Lean Six Sigma,52,7.6,100,2016
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2021,76.0,80.7,28700,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,AutoCAD,67,66.7,61,2021
Brazil,Latin America,University of São Paulo,Master,Computer Science,2016,95.3,97.6,21800,Technology,Cybersecurity Analyst,Java,SQL,DevOps,67,8.7,68,2016
Brazil,Latin America,University of São Paulo,PhD,Engineering,2018,79.6,84.0,40500,Manufacturing/Construction,Electrical Engineer,MATLAB,SolidWorks,AutoCAD,55,10.7,71,2018
USA,North America,UC Berkeley,Master,Natural Sciences,2022,85.5,91.3,82500,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Statistical Analysis,68,44.2,70,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2015,83.6,87.3,14100,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,43,7.1,78,2015
Singapore,Asia-Pacific,NTU,Master,Computer Science,2022,89.2,96.0,101600,Technology,Cybersecurity Analyst,Cybersecurity,React,Cloud Computing,85,58.8,66,2022
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2018,82.9,92.4,26100,Government/NGO,Economist,Data Analysis,Qualitative Research,Communication,47,12.6,62,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2025,82.9,88.2,79900,Research/Academia,Environmental Scientist,Experimental Design,Laboratory Skills,Statistical Analysis,99,88.2,53,2025
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2017,70.9,75.7,18700,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,54,14.0,84,2017
Germany,Europe,TU Munich,Bachelor,Healthcare & Medicine,2022,89.2,92.7,69400,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Medical Coding,52,63.1,50,2022
Germany,Europe,Humboldt University,Bachelor,Computer Science,2020,85.0,91.1,63000,Technology,Data Scientist,Cloud Computing,SQL,Java,98,27.0,42,2020
UAE,Middle East & Africa,Khalifa University,Master,Business & Finance,2016,81.3,86.8,68600,Finance/Consulting,Financial Analyst,Market Research,Strategic Planning,Financial Modeling,47,9.0,75,2016
Mexico,Latin America,UNAM,Master,Natural Sciences,2015,71.5,75.7,24800,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,52,5.4,95,2015
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2024,79.8,85.9,17300,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Experimental Design,62,61.5,63,2024
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Data Science & AI,2017,88.3,91.6,65800,Technology/Consulting,NLP Specialist,NLP,R,Data Visualization,83,8.3,62,2017
USA,North America,Harvard,Master,Natural Sciences,2017,85.1,94.9,70000,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Statistical Analysis,62,15.8,62,2017
USA,North America,UC Berkeley,Master,Data Science & AI,2023,91.6,96.8,108100,Technology/Consulting,AI Consultant,Deep Learning,Machine Learning,R,75,68.2,75,2023
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2023,82.5,88.1,21700,Research/Academia,Environmental Scientist,Experimental Design,Laboratory Skills,Scientific Writing,60,64.9,52,2023
Mexico,Latin America,UNAM,PhD,Natural Sciences,2025,83.1,87.6,42600,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Statistical Analysis,60,90.0,53,2025
USA,North America,MIT,Master,Data Science & AI,2021,93.3,99.5,104600,Technology/Consulting,NLP Specialist,Deep Learning,Data Visualization,Machine Learning,91,68.1,77,2021
USA,North America,Georgia Tech,Bachelor,Social Sciences,2025,78.7,84.3,57500,Government/NGO,Sociologist,Communication,Qualitative Research,Data Analysis,90,76.0,88,2025
Japan,Asia-Pacific,University of Tokyo,Master,Healthcare & Medicine,2024,95.4,100.0,79400,Healthcare,Pharmacist,Patient Care,Medical Coding,Diagnostics,59,87.5,79,2024
Switzerland,Europe,EPFL,PhD,Data Science & AI,2025,92.9,96.7,189400,Technology/Consulting,Machine Learning Engineer,Data Visualization,Deep Learning,R,74,90.0,76,2025
Canada,North America,McGill University,PhD,Social Sciences,2017,80.3,84.4,62600,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,39,5.9,52,2017
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Computer Science,2023,86.3,88.1,31400,Technology,AI Researcher,Cybersecurity,Cloud Computing,Java,100,82.5,58,2023
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2020,95.1,100.0,32000,Technology,AI Researcher,Cloud Computing,React,Cybersecurity,71,50.9,61,2020
USA,North America,MIT,Master,Data Science & AI,2024,94.9,100.0,109900,Technology/Consulting,AI Consultant,NLP,Machine Learning,Data Visualization,100,68.0,80,2024
Sweden,Europe,KTH Royal Institute of Technology,Master,Data Science & AI,2019,95.2,97.2,78400,Technology/Consulting,NLP Specialist,NLP,Big Data,Deep Learning,65,6.1,71,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2024,94.5,100.0,80900,Healthcare,Medical Doctor,Patient Care,Diagnostics,Medical Coding,73,90.0,76,2024
Sweden,Europe,Karolinska Institute,Master,Computer Science,2016,98.1,100.0,61900,Technology,Cybersecurity Analyst,Python,DevOps,Java,81,17.9,76,2016
Netherlands,Europe,TU Delft,Master,Social Sciences,2023,76.7,84.3,51700,Government/NGO,Sociologist,Data Analysis,Communication,Qualitative Research,64,70.8,81,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Social Sciences,2022,82.6,87.2,68200,Government/NGO,Economist,Data Analysis,Public Policy,Communication,60,68.6,78,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2023,85.4,90.2,13500,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,57,62.4,55,2023
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2016,99.0,100.0,39900,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,Machine Learning,73,6.7,66,2016
Australia,Asia-Pacific,University of Sydney,Bachelor,Healthcare & Medicine,2017,88.9,93.5,58100,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Medical Coding,59,11.1,52,2017
Japan,Asia-Pacific,Kyoto University,Bachelor,Natural Sciences,2017,81.1,86.4,44200,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Experimental Design,53,7.4,73,2017
Japan,Asia-Pacific,University of Tokyo,Bachelor,Natural Sciences,2022,71.3,75.2,47400,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Statistical Analysis,61,62.6,87,2022
Canada,North America,McGill University,PhD,Data Science & AI,2024,90.5,94.5,123000,Technology/Consulting,NLP Specialist,Data Visualization,R,NLP,79,76.5,81,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Social Sciences,2022,85.1,86.7,63700,Government/NGO,Economist,Data Analysis,Communication,Qualitative Research,58,56.7,95,2022
China,Asia-Pacific,Fudan University,PhD,Healthcare & Medicine,2021,82.0,83.0,64300,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Patient Care,62,56.1,75,2021
UAE,Middle East & Africa,Khalifa University,PhD,Data Science & AI,2025,98.8,100.0,131500,Technology/Consulting,AI Consultant,Machine Learning,Deep Learning,NLP,98,73.7,56,2025
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2023,88.6,93.5,65000,Healthcare,Pharmacist,Clinical Research,Medical Coding,Diagnostics,67,70.6,56,2023
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2017,85.5,93.2,98200,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Diagnostics,50,7.6,93,2017
Israel,Middle East & Africa,Technion,PhD,Healthcare & Medicine,2020,87.4,90.2,108600,Healthcare,Pharmacist,Diagnostics,Medical Coding,Clinical Research,59,44.3,81,2020
Canada,North America,McGill University,Bachelor,Business & Finance,2015,68.8,75.0,66600,Finance/Consulting,Management Consultant,Market Research,Excel,Strategic Planning,44,7.1,60,2015
USA,North America,MIT,PhD,Engineering,2019,91.4,98.1,104400,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,SolidWorks,58,16.8,47,2019
France,Europe,Ecole Polytechnique,PhD,Engineering,2015,72.1,75.7,65900,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,MATLAB,AutoCAD,51,10.5,72,2015
Canada,North America,McGill University,Bachelor,Data Science & AI,2017,94.0,99.5,57400,Technology/Consulting,NLP Specialist,Data Visualization,R,Big Data,81,5.0,74,2017
USA,North America,Stanford,Bachelor,Natural Sciences,2024,78.0,84.1,62200,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Scientific Writing,68,71.5,70,2024
China,Asia-Pacific,Peking University,Master,Healthcare & Medicine,2021,97.0,100.0,43600,Healthcare,Pharmacist,Clinical Research,Patient Care,Diagnostics,73,44.7,62,2021
UK,Europe,Imperial College London,PhD,Healthcare & Medicine,2025,97.4,100.0,114400,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Medical Coding,76,86.2,40,2025
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Natural Sciences,2025,74.1,79.2,60300,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Experimental Design,58,90.0,68,2025
Switzerland,Europe,EPFL,PhD,Business & Finance,2015,86.3,93.2,120600,Finance/Consulting,Management Consultant,Financial Modeling,Data Analysis,Excel,49,6.1,43,2015
UK,Europe,Oxford,Master,Data Science & AI,2024,88.2,93.4,89900,Technology/Consulting,Data Analyst,R,Data Visualization,NLP,84,86.9,60,2024
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Social Sciences,2023,85.9,91.6,23400,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Data Analysis,65,64.0,60,2023
USA,North America,Georgia Tech,Master,Business & Finance,2018,78.5,85.1,82100,Finance/Consulting,Management Consultant,Market Research,Excel,Data Analysis,53,5.0,96,2018
Singapore,Asia-Pacific,NTU,Master,Engineering,2025,74.2,78.3,98200,Manufacturing/Construction,Robotics Engineer,MATLAB,Lean Six Sigma,AutoCAD,71,90.0,53,2025
South Africa,Middle East & Africa,University of Cape Town,PhD,Engineering,2025,90.0,93.7,56900,Manufacturing/Construction,Mechanical Engineer,AutoCAD,SolidWorks,Lean Six Sigma,67,79.6,66,2025
Netherlands,Europe,University of Amsterdam,Master,Healthcare & Medicine,2016,94.5,100.0,70600,Healthcare,Pharmacist,Clinical Research,Medical Coding,Diagnostics,44,5.0,69,2016
Canada,North America,McGill University,PhD,Data Science & AI,2021,94.2,98.6,117600,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,Big Data,83,65.2,75,2021
India,Asia-Pacific,IIT Delhi,Bachelor,Engineering,2015,77.5,82.2,16300,Manufacturing/Construction,Mechanical Engineer,MATLAB,Lean Six Sigma,AutoCAD,66,9.1,69,2015
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Business & Finance,2020,85.5,94.4,26900,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Strategic Planning,64,40.8,70,2020
USA,North America,UC Berkeley,Bachelor,Natural Sciences,2019,83.7,89.0,46900,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,62,6.4,64,2019
USA,North America,MIT,Bachelor,Data Science & AI,2024,95.1,99.4,91200,Technology/Consulting,Data Analyst,Deep Learning,Big Data,R,100,84.3,50,2024
Canada,North America,UBC,PhD,Business & Finance,2015,79.7,80.4,85400,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Strategic Planning,65,13.5,77,2015
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2022,86.1,90.1,41400,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Clinical Research,72,49.5,40,2022
Canada,North America,McGill University,PhD,Business & Finance,2020,82.3,87.6,98600,Finance/Consulting,Management Consultant,Financial Modeling,Data Analysis,Market Research,67,46.4,73,2020
USA,North America,Stanford,PhD,Business & Finance,2016,75.4,81.4,110200,Finance/Consulting,Management Consultant,Strategic Planning,Market Research,Financial Modeling,58,5.0,47,2016
China,Asia-Pacific,Fudan University,PhD,Computer Science,2015,89.7,96.2,49100,Technology,Cloud Architect,DevOps,SQL,Python,63,5.7,60,2015
Japan,Asia-Pacific,University of Tokyo,Bachelor,Business & Finance,2018,80.1,84.7,54000,Finance/Consulting,Financial Analyst,Excel,Financial Modeling,Strategic Planning,54,16.5,58,2018
Canada,North America,University of Toronto,PhD,Business & Finance,2024,84.1,88.7,118800,Finance/Consulting,Investment Banker,Financial Modeling,Market Research,Data Analysis,93,69.4,64,2024
Mexico,Latin America,UNAM,Bachelor,Computer Science,2022,94.8,100.0,18200,Technology,Cybersecurity Analyst,Python,Cloud Computing,Cybersecurity,100,72.2,67,2022
USA,North America,MIT,PhD,Computer Science,2019,84.6,93.7,117000,Technology,Software Engineer,SQL,DevOps,React,82,7.5,89,2019
Israel,Middle East & Africa,Technion,PhD,Natural Sciences,2025,85.0,89.7,96300,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Scientific Writing,76,89.4,48,2025
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2025,86.5,91.4,20000,Government/NGO,Economist,Public Policy,Qualitative Research,Communication,77,79.5,69,2025
USA,North America,MIT,PhD,Social Sciences,2016,86.7,91.8,73900,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,58,15.4,80,2016
South Korea,Asia-Pacific,KAIST,PhD,Healthcare & Medicine,2022,88.0,93.0,89300,Healthcare,Medical Doctor,Patient Care,Clinical Research,Medical Coding,58,56.6,64,2022
USA,North America,Harvard,PhD,Business & Finance,2023,73.2,76.9,123300,Finance/Consulting,Financial Analyst,Excel,Market Research,Data Analysis,67,56.5,70,2023
Netherlands,Europe,University of Amsterdam,PhD,Data Science & AI,2019,98.1,100.0,112500,Technology/Consulting,Machine Learning Engineer,R,Machine Learning,Deep Learning,81,15.8,59,2019
Switzerland,Europe,ETH Zurich,Master,Data Science & AI,2018,77.6,84.9,114000,Technology/Consulting,AI Consultant,Deep Learning,NLP,Machine Learning,91,7.2,66,2018
Sweden,Europe,Karolinska Institute,PhD,Social Sciences,2022,84.9,92.2,69800,Government/NGO,Sociologist,Communication,Data Analysis,Qualitative Research,46,64.1,65,2022
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2015,82.3,86.9,19500,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Financial Modeling,48,8.9,84,2015
Netherlands,Europe,TU Delft,Bachelor,Business & Finance,2020,81.1,83.6,60800,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Market Research,56,49.0,70,2020
Canada,North America,University of Toronto,Bachelor,Data Science & AI,2015,98.8,100.0,64100,Technology/Consulting,AI Consultant,Big Data,Machine Learning,Deep Learning,70,7.4,40,2015
Brazil,Latin America,University of São Paulo,Bachelor,Computer Science,2018,88.4,94.2,24400,Technology,Data Scientist,Java,Cloud Computing,SQL,74,8.4,43,2018
Singapore,Asia-Pacific,NUS,Master,Natural Sciences,2023,83.6,92.1,73900,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Scientific Writing,65,73.3,84,2023
France,Europe,PSL University,Bachelor,Natural Sciences,2025,81.8,85.4,48600,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Laboratory Skills,78,90.0,74,2025
France,Europe,Ecole Polytechnique,Bachelor,Data Science & AI,2020,93.5,100.0,58300,Technology/Consulting,Machine Learning Engineer,NLP,Deep Learning,Data Visualization,69,36.6,73,2020
USA,North America,Stanford,Bachelor,Engineering,2023,77.2,77.2,80600,Manufacturing/Construction,Robotics Engineer,SolidWorks,MATLAB,Project Management,79,77.6,43,2023
UK,Europe,Cambridge,PhD,Data Science & AI,2017,99.0,100.0,94100,Technology/Consulting,AI Consultant,R,Deep Learning,Machine Learning,83,9.1,71,2017
Switzerland,Europe,EPFL,Bachelor,Social Sciences,2016,85.6,88.9,57100,Government/NGO,Economist,Data Analysis,Communication,Public Policy,43,15.1,69,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Healthcare & Medicine,2022,87.9,92.8,102000,Healthcare,Pharmacist,Patient Care,Diagnostics,Medical Coding,54,60.1,47,2022
Mexico,Latin America,UNAM,PhD,Business & Finance,2025,75.8,82.2,38400,Finance/Consulting,Financial Analyst,Market Research,Financial Modeling,Data Analysis,77,72.7,90,2025
Netherlands,Europe,TU Delft,Master,Engineering,2019,81.5,85.2,80600,Manufacturing/Construction,Civil Engineer,SolidWorks,Lean Six Sigma,MATLAB,86,5.0,70,2019
Japan,Asia-Pacific,University of Tokyo,Bachelor,Natural Sciences,2016,86.7,92.4,38600,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Experimental Design,47,5.2,64,2016
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2020,93.2,97.1,103400,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,45,52.6,62,2020
Mexico,Latin America,UNAM,Master,Data Science & AI,2021,90.4,95.5,25700,Technology/Consulting,Data Analyst,Machine Learning,Deep Learning,Data Visualization,64,53.3,54,2021
Singapore,Asia-Pacific,NUS,Master,Computer Science,2019,93.9,98.1,96800,Technology,Cloud Architect,SQL,Cybersecurity,React,70,9.5,79,2019
Canada,North America,University of Toronto,Bachelor,Computer Science,2016,88.9,94.0,57700,Technology,Data Scientist,Cloud Computing,Python,Cybersecurity,65,8.3,40,2016
India,Asia-Pacific,IISc Bangalore,Master,Data Science & AI,2019,92.7,96.2,35000,Technology/Consulting,Data Analyst,NLP,R,Deep Learning,96,10.4,54,2019
South Africa,Middle East & Africa,University of Cape Town,Master,Data Science & AI,2020,93.2,99.0,45700,Technology/Consulting,NLP Specialist,Data Visualization,NLP,Machine Learning,75,44.5,66,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2018,70.5,74.6,52400,Manufacturing/Construction,Robotics Engineer,SolidWorks,Project Management,MATLAB,73,6.2,60,2018
Mexico,Latin America,UNAM,Master,Natural Sciences,2018,75.2,75.8,19200,Research/Academia,Chemist,Experimental Design,Scientific Writing,Statistical Analysis,53,10.7,69,2018
Mexico,Latin America,UNAM,Master,Engineering,2024,81.5,88.5,28900,Manufacturing/Construction,Mechanical Engineer,Project Management,MATLAB,SolidWorks,66,74.3,65,2024
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2021,88.3,92.1,25500,Manufacturing/Construction,Electrical Engineer,SolidWorks,Lean Six Sigma,MATLAB,62,53.4,55,2021
Australia,Asia-Pacific,University of Melbourne,PhD,Natural Sciences,2015,75.7,77.1,75300,Research/Academia,Environmental Scientist,Statistical Analysis,Laboratory Skills,Experimental Design,53,8.1,73,2015
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2021,85.1,90.0,28600,Healthcare,Public Health Specialist,Patient Care,Diagnostics,Clinical Research,49,63.9,49,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2016,74.8,80.9,55100,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,Project Management,AutoCAD,48,7.4,82,2016
USA,North America,Stanford,Bachelor,Business & Finance,2019,82.6,85.6,71300,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Data Analysis,43,10.5,65,2019
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2017,92.6,98.0,42300,Technology,Data Scientist,Cloud Computing,DevOps,React,57,19.4,67,2017
USA,North America,Georgia Tech,Master,Business & Finance,2016,77.1,82.7,84900,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Financial Modeling,38,12.3,64,2016
South Korea,Asia-Pacific,KAIST,Bachelor,Healthcare & Medicine,2024,93.5,96.0,58500,Healthcare,Pharmacist,Medical Coding,Diagnostics,Clinical Research,61,84.6,100,2024
India,Asia-Pacific,IIT Bombay,Bachelor,Business & Finance,2016,83.0,87.7,18900,Finance/Consulting,Management Consultant,Data Analysis,Strategic Planning,Excel,71,5.0,71,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Healthcare & Medicine,2015,78.7,84.3,69200,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Medical Coding,51,8.6,68,2015
South Korea,Asia-Pacific,Seoul National University,Master,Engineering,2017,80.0,86.0,67600,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,Project Management,47,11.5,66,2017
Sweden,Europe,KTH Royal Institute of Technology,Master,Social Sciences,2015,90.3,97.7,44700,Government/NGO,Sociologist,Qualitative Research,Public Policy,Data Analysis,51,5.0,64,2015
USA,North America,UC Berkeley,Master,Natural Sciences,2023,80.1,87.3,96300,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Experimental Design,80,72.2,57,2023
South Africa,Middle East & Africa,University of Cape Town,Master,Engineering,2019,84.7,88.0,21900,Manufacturing/Construction,Mechanical Engineer,Project Management,AutoCAD,Lean Six Sigma,59,5.0,66,2019
Canada,North America,McGill University,Master,Social Sciences,2021,82.6,85.4,59500,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,73,44.0,44,2021
China,Asia-Pacific,Fudan University,Bachelor,Data Science & AI,2025,90.2,95.5,47500,Technology/Consulting,NLP Specialist,NLP,Data Visualization,Big Data,100,87.6,68,2025
USA,North America,Georgia Tech,PhD,Engineering,2022,87.1,92.5,113500,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,Lean Six Sigma,59,41.0,91,2022
UK,Europe,Oxford,Bachelor,Data Science & AI,2016,87.0,92.8,52800,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,Deep Learning,60,5.0,40,2016
Canada,North America,University of Toronto,Master,Data Science & AI,2017,88.5,99.4,84200,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,NLP,64,5.4,61,2017
USA,North America,UC Berkeley,PhD,Data Science & AI,2022,90.6,96.9,141900,Technology/Consulting,Machine Learning Engineer,Machine Learning,Big Data,NLP,74,46.2,43,2022
Brazil,Latin America,University of São Paulo,Master,Engineering,2018,78.7,83.1,17800,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Lean Six Sigma,Project Management,49,16.2,88,2018
Canada,North America,University of Toronto,PhD,Social Sciences,2016,74.0,77.9,63800,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,46,6.7,59,2016
Canada,North America,UBC,Bachelor,Natural Sciences,2020,78.1,81.8,48200,Research/Academia,Chemist,Scientific Writing,Experimental Design,Laboratory Skills,62,43.6,56,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2018,75.1,76.9,65900,Manufacturing/Construction,Civil Engineer,AutoCAD,MATLAB,Project Management,59,5.9,74,2018
Canada,North America,UBC,Master,Computer Science,2021,98.2,100.0,71700,Technology,Software Engineer,Java,DevOps,SQL,66,35.2,95,2021
Singapore,Asia-Pacific,NTU,Bachelor,Computer Science,2018,85.8,86.3,64800,Technology,Cybersecurity Analyst,DevOps,Cloud Computing,Cybersecurity,72,8.9,80,2018
USA,North America,Harvard,Bachelor,Healthcare & Medicine,2020,82.4,88.3,72700,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Clinical Research,70,24.3,86,2020
Sweden,Europe,Karolinska Institute,PhD,Business & Finance,2016,88.5,93.3,83600,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Market Research,30,9.2,85,2016
Argentina,Latin America,University of Buenos Aires,PhD,Healthcare & Medicine,2015,91.1,95.7,23000,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Medical Coding,30,18.4,56,2015
Sweden,Europe,Karolinska Institute,Bachelor,Healthcare & Medicine,2016,89.6,97.1,59200,Healthcare,Pharmacist,Clinical Research,Diagnostics,Patient Care,56,8.8,56,2016
India,Asia-Pacific,IIT Bombay,Master,Engineering,2025,71.9,78.2,34500,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,MATLAB,59,90.0,72,2025
India,Asia-Pacific,IIT Delhi,Master,Social Sciences,2015,81.7,83.2,20800,Government/NGO,Policy Analyst,Data Analysis,Communication,Qualitative Research,41,13.4,72,2015
Sweden,Europe,Karolinska Institute,Master,Engineering,2018,83.3,86.3,72000,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,MATLAB,48,10.5,40,2018
Switzerland,Europe,EPFL,PhD,Data Science & AI,2017,95.2,100.0,154000,Technology/Consulting,NLP Specialist,Data Visualization,Machine Learning,Big Data,58,16.2,100,2017
USA,North America,MIT,PhD,Engineering,2018,86.9,91.9,99200,Manufacturing/Construction,Civil Engineer,Project Management,AutoCAD,SolidWorks,40,12.5,82,2018
Switzerland,Europe,ETH Zurich,Master,Social Sciences,2022,87.1,88.7,83200,Government/NGO,Economist,Communication,Public Policy,Data Analysis,49,61.4,70,2022
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2024,95.3,100.0,37200,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,R,96,78.8,79,2024
Canada,North America,McGill University,Master,Engineering,2022,91.5,94.9,76800,Manufacturing/Construction,Robotics Engineer,SolidWorks,Lean Six Sigma,MATLAB,85,60.3,49,2022
Netherlands,Europe,TU Delft,Master,Business & Finance,2016,81.9,88.6,72000,Finance/Consulting,Financial Analyst,Excel,Strategic Planning,Market Research,64,11.7,61,2016
South Korea,Asia-Pacific,KAIST,Master,Business & Finance,2019,81.3,87.6,62700,Finance/Consulting,Management Consultant,Data Analysis,Market Research,Financial Modeling,36,12.2,60,2019
Sweden,Europe,Karolinska Institute,Bachelor,Engineering,2018,83.1,88.6,61200,Manufacturing/Construction,Electrical Engineer,AutoCAD,Lean Six Sigma,MATLAB,60,5.0,94,2018
Mexico,Latin America,UNAM,Master,Social Sciences,2020,83.2,91.4,30300,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Communication,54,32.0,70,2020
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2017,89.3,95.4,34100,Healthcare,Public Health Specialist,Patient Care,Diagnostics,Medical Coding,57,5.0,77,2017
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2025,93.9,100.0,132000,Technology,Data Scientist,DevOps,SQL,Java,77,90.0,52,2025
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2025,79.8,83.0,29600,Government/NGO,Sociologist,Public Policy,Communication,Data Analysis,64,87.9,82,2025
Israel,Middle East & Africa,Technion,Master,Engineering,2024,73.3,80.6,87200,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,Project Management,AutoCAD,59,79.4,76,2024
Canada,North America,McGill University,PhD,Healthcare & Medicine,2016,98.5,100.0,97300,Healthcare,Pharmacist,Patient Care,Diagnostics,Clinical Research,43,20.9,72,2016
Singapore,Asia-Pacific,NTU,PhD,Healthcare & Medicine,2025,97.8,100.0,139700,Healthcare,Pharmacist,Diagnostics,Medical Coding,Patient Care,73,90.0,65,2025
USA,North America,Georgia Tech,Master,Natural Sciences,2017,81.8,89.0,67700,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Laboratory Skills,38,5.0,61,2017
China,Asia-Pacific,Tsinghua University,Master,Computer Science,2016,89.1,95.1,34300,Technology,Cloud Architect,Python,React,DevOps,63,5.0,71,2016
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2017,74.5,81.2,31200,Finance/Consulting,Financial Analyst,Strategic Planning,Excel,Financial Modeling,62,14.8,88,2017
Netherlands,Europe,TU Delft,PhD,Computer Science,2022,91.2,96.4,114900,Technology,Data Scientist,Cybersecurity,Java,React,79,60.0,92,2022
USA,North America,Stanford,Master,Natural Sciences,2021,76.9,84.7,71300,Research/Academia,Chemist,Experimental Design,Scientific Writing,Laboratory Skills,72,46.4,82,2021
Canada,North America,University of Toronto,Master,Computer Science,2019,98.8,100.0,80600,Technology,Cloud Architect,Python,Cloud Computing,SQL,88,23.2,78,2019
Netherlands,Europe,University of Amsterdam,PhD,Natural Sciences,2016,86.6,90.9,69100,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Statistical Analysis,75,10.9,65,2016
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2015,95.5,100.0,54300,Healthcare,Pharmacist,Diagnostics,Medical Coding,Patient Care,45,12.9,47,2015
Mexico,Latin America,UNAM,Master,Data Science & AI,2025,93.5,100.0,37000,Technology/Consulting,AI Consultant,R,NLP,Deep Learning,82,77.2,56,2025
Mexico,Latin America,UNAM,Master,Natural Sciences,2020,87.9,96.0,16000,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Statistical Analysis,63,52.2,72,2020
UK,Europe,Oxford,PhD,Data Science & AI,2018,91.3,95.7,99500,Technology/Consulting,NLP Specialist,R,Data Visualization,Big Data,60,11.3,69,2018
UK,Europe,Imperial College London,Bachelor,Social Sciences,2020,80.5,85.1,47100,Government/NGO,Human Resources Specialist,Public Policy,Communication,Qualitative Research,51,40.7,81,2020
Switzerland,Europe,EPFL,Master,Social Sciences,2024,81.7,87.2,85800,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Communication,60,74.1,73,2024
Canada,North America,McGill University,PhD,Engineering,2017,84.7,88.0,81600,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,SolidWorks,64,21.7,57,2017
Canada,North America,UBC,PhD,Natural Sciences,2022,79.4,86.4,90100,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,51,64.8,56,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2025,74.8,81.5,59900,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Lean Six Sigma,Project Management,61,90.0,64,2025
France,Europe,Ecole Polytechnique,Master,Engineering,2019,82.0,85.5,63300,Manufacturing/Construction,Civil Engineer,SolidWorks,AutoCAD,MATLAB,60,17.7,58,2019
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2018,99.0,100.0,118400,Technology/Consulting,AI Consultant,Big Data,NLP,Machine Learning,61,11.5,61,2018
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2023,83.2,86.6,33000,Government/NGO,Sociologist,Data Analysis,Public Policy,Communication,54,80.9,61,2023
Canada,North America,University of Toronto,Bachelor,Computer Science,2020,94.8,98.8,65300,Technology,Software Engineer,React,Cybersecurity,Java,79,39.8,80,2020
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2024,80.1,85.3,44200,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Market Research,64,65.2,73,2024
Mexico,Latin America,UNAM,Master,Natural Sciences,2025,76.8,80.3,35800,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Laboratory Skills,61,90.0,76,2025
Brazil,Latin America,University of São Paulo,Master,Engineering,2019,76.7,81.8,29000,Manufacturing/Construction,Robotics Engineer,Project Management,SolidWorks,MATLAB,42,10.7,83,2019
Switzerland,Europe,EPFL,Bachelor,Social Sciences,2025,72.3,80.5,69100,Government/NGO,Sociologist,Public Policy,Communication,Qualitative Research,63,90.0,67,2025
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2022,95.2,98.4,114200,Healthcare,Pharmacist,Patient Care,Diagnostics,Medical Coding,65,56.2,50,2022
Canada,North America,University of Toronto,PhD,Engineering,2018,81.7,86.4,91600,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,SolidWorks,43,18.0,83,2018
Singapore,Asia-Pacific,NUS,Bachelor,Healthcare & Medicine,2021,88.5,90.0,82800,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Diagnostics,81,49.4,58,2021
Mexico,Latin America,UNAM,PhD,Social Sciences,2019,88.8,93.8,27300,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,70,15.4,53,2019
USA,North America,Harvard,PhD,Natural Sciences,2015,87.8,87.8,80200,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Laboratory Skills,48,5.0,62,2015
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2018,79.5,83.4,19200,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,MATLAB,45,21.5,98,2018
Singapore,Asia-Pacific,NUS,PhD,Natural Sciences,2017,90.9,95.1,78400,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Laboratory Skills,55,9.7,60,2017
Canada,North America,McGill University,Bachelor,Computer Science,2016,90.6,94.7,62700,Technology,Cloud Architect,Cybersecurity,React,Cloud Computing,58,5.5,45,2016
Brazil,Latin America,University of São Paulo,Bachelor,Computer Science,2016,84.0,88.5,23900,Technology,AI Researcher,Java,DevOps,React,85,16.0,69,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2025,92.4,98.4,83800,Research/Academia,Biologist,Laboratory Skills,Statistical Analysis,Scientific Writing,66,75.7,75,2025
Mexico,Latin America,UNAM,Bachelor,Computer Science,2016,86.8,92.4,24500,Technology,Data Scientist,Python,DevOps,Cybersecurity,68,9.1,40,2016
Canada,North America,McGill University,PhD,Social Sciences,2016,87.8,91.6,64400,Government/NGO,Human Resources Specialist,Qualitative Research,Data Analysis,Communication,52,6.2,75,2016
Australia,Asia-Pacific,University of Melbourne,Bachelor,Data Science & AI,2016,85.3,93.0,65200,Technology/Consulting,NLP Specialist,NLP,Big Data,Deep Learning,81,7.0,77,2016
Canada,North America,UBC,PhD,Natural Sciences,2023,86.2,87.8,92700,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,76,64.3,64,2023
USA,North America,Georgia Tech,PhD,Engineering,2015,84.5,88.7,110000,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,SolidWorks,Project Management,30,16.9,49,2015
USA,North America,Georgia Tech,Bachelor,Social Sciences,2017,78.3,86.2,44600,Government/NGO,Policy Analyst,Public Policy,Communication,Qualitative Research,61,9.2,74,2017
USA,North America,Georgia Tech,Master,Data Science & AI,2023,91.9,97.1,110200,Technology/Consulting,Data Analyst,Deep Learning,Data Visualization,Machine Learning,95,79.7,77,2023
China,Asia-Pacific,Fudan University,Master,Social Sciences,2023,85.0,89.8,35200,Government/NGO,Sociologist,Data Analysis,Public Policy,Qualitative Research,55,66.0,71,2023
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2025,92.1,94.7,61300,Technology,Software Engineer,SQL,Python,Java,90,90.0,72,2025
Germany,Europe,Heidelberg University,Bachelor,Engineering,2024,85.1,88.9,71700,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,MATLAB,61,69.6,80,2024
India,Asia-Pacific,IISc Bangalore,PhD,Business & Finance,2016,81.4,85.9,38500,Finance/Consulting,Marketing Manager,Market Research,Excel,Strategic Planning,66,12.5,76,2016
Netherlands,Europe,University of Amsterdam,Bachelor,Data Science & AI,2025,93.4,96.5,70900,Technology/Consulting,Machine Learning Engineer,Data Visualization,Deep Learning,Big Data,78,86.5,61,2025
Singapore,Asia-Pacific,NUS,PhD,Data Science & AI,2024,85.8,92.7,140700,Technology/Consulting,NLP Specialist,NLP,Big Data,Deep Learning,99,60.5,84,2024
France,Europe,Ecole Polytechnique,Master,Computer Science,2024,95.5,100.0,76700,Technology,Software Engineer,Java,Python,Cloud Computing,88,78.1,88,2024
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2025,93.0,100.0,75500,Technology/Consulting,AI Consultant,Machine Learning,R,Big Data,97,90.0,62,2025
Germany,Europe,Heidelberg University,Bachelor,Computer Science,2021,89.5,96.9,71800,Technology,Software Engineer,Java,DevOps,Python,81,46.1,89,2021
Switzerland,Europe,EPFL,PhD,Natural Sciences,2022,75.9,79.9,120900,Research/Academia,Biologist,Laboratory Skills,Scientific Writing,Statistical Analysis,70,73.9,71,2022
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Engineering,2020,73.2,77.3,34600,Manufacturing/Construction,Robotics Engineer,SolidWorks,Project Management,Lean Six Sigma,57,38.9,71,2020
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2025,89.0,94.3,31200,Technology,Data Scientist,Cybersecurity,React,Java,89,80.7,68,2025
Netherlands,Europe,University of Amsterdam,Bachelor,Social Sciences,2025,79.2,84.2,49500,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,70,85.7,89,2025
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2022,77.6,88.2,22300,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Experimental Design,53,46.5,81,2022
Singapore,Asia-Pacific,NUS,Master,Business & Finance,2020,80.1,89.4,76700,Finance/Consulting,Financial Analyst,Financial Modeling,Market Research,Data Analysis,44,20.2,47,2020
USA,North America,Georgia Tech,Bachelor,Computer Science,2019,95.6,99.6,78800,Technology,Cybersecurity Analyst,Cybersecurity,DevOps,Python,84,17.0,96,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2025,79.7,83.1,85400,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Diagnostics,65,87.4,67,2025
Canada,North America,UBC,PhD,Social Sciences,2020,89.4,94.0,79300,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Public Policy,70,43.6,70,2020
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Computer Science,2020,90.4,99.5,65700,Technology,AI Researcher,SQL,Java,Cybersecurity,65,34.8,68,2020
Canada,North America,McGill University,Master,Engineering,2020,87.6,92.5,76700,Manufacturing/Construction,Civil Engineer,AutoCAD,MATLAB,SolidWorks,45,48.4,81,2020
UAE,Middle East & Africa,Khalifa University,Master,Business & Finance,2019,81.2,83.1,65900,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Financial Modeling,51,5.5,82,2019
France,Europe,PSL University,Master,Healthcare & Medicine,2022,84.8,91.6,79900,Healthcare,Pharmacist,Clinical Research,Patient Care,Diagnostics,49,63.3,57,2022
Japan,Asia-Pacific,Kyoto University,Bachelor,Computer Science,2020,92.5,98.6,51700,Technology,AI Researcher,React,Java,DevOps,93,39.2,74,2020
USA,North America,UC Berkeley,Master,Engineering,2016,82.2,88.0,75700,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,Project Management,SolidWorks,51,5.0,74,2016
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2018,89.6,92.0,45600,Technology/Consulting,AI Consultant,Data Visualization,NLP,R,90,12.5,66,2018
South Korea,Asia-Pacific,Seoul National University,PhD,Natural Sciences,2019,78.9,86.5,55500,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Scientific Writing,59,7.2,77,2019
France,Europe,Ecole Polytechnique,Bachelor,Data Science & AI,2018,97.5,100.0,54500,Technology/Consulting,Machine Learning Engineer,Machine Learning,Deep Learning,R,71,6.9,40,2018
Netherlands,Europe,University of Amsterdam,PhD,Data Science & AI,2015,86.3,91.6,84100,Technology/Consulting,AI Consultant,Deep Learning,NLP,Data Visualization,66,5.0,65,2015
Canada,North America,McGill University,PhD,Business & Finance,2025,85.6,86.8,118100,Finance/Consulting,Marketing Manager,Strategic Planning,Excel,Market Research,68,76.2,83,2025
UK,Europe,Oxford,Bachelor,Engineering,2017,75.5,79.0,55300,Manufacturing/Construction,Civil Engineer,MATLAB,AutoCAD,Lean Six Sigma,49,5.0,75,2017
Canada,North America,McGill University,PhD,Social Sciences,2015,87.9,90.7,62200,Government/NGO,Sociologist,Data Analysis,Qualitative Research,Communication,43,5.0,54,2015
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2017,95.0,98.6,19600,Healthcare,Medical Doctor,Patient Care,Clinical Research,Diagnostics,55,8.1,50,2017
Singapore,Asia-Pacific,NUS,PhD,Natural Sciences,2021,86.0,88.6,94000,Research/Academia,Chemist,Statistical Analysis,Experimental Design,Laboratory Skills,70,41.5,62,2021
Switzerland,Europe,ETH Zurich,Bachelor,Computer Science,2017,86.7,91.8,86700,Technology,Data Scientist,DevOps,Python,Cloud Computing,70,10.6,40,2017
Netherlands,Europe,TU Delft,PhD,Engineering,2016,86.1,93.2,70600,Manufacturing/Construction,Electrical Engineer,AutoCAD,SolidWorks,Project Management,42,8.8,74,2016
Germany,Europe,Heidelberg University,Master,Business & Finance,2015,71.1,74.3,70700,Finance/Consulting,Investment Banker,Market Research,Data Analysis,Excel,46,13.5,100,2015
China,Asia-Pacific,Peking University,Master,Data Science & AI,2020,84.2,90.0,50700,Technology/Consulting,AI Consultant,NLP,Data Visualization,Deep Learning,93,41.1,56,2020
USA,North America,MIT,Bachelor,Computer Science,2025,93.3,96.3,93500,Technology,AI Researcher,React,Cloud Computing,Java,93,90.0,87,2025
Mexico,Latin America,UNAM,Master,Engineering,2019,79.5,86.9,25200,Manufacturing/Construction,Electrical Engineer,SolidWorks,MATLAB,Project Management,45,12.2,49,2019
USA,North America,MIT,PhD,Healthcare & Medicine,2017,91.7,99.2,122000,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Diagnostics,58,5.0,91,2017
Sweden,Europe,Karolinska Institute,Bachelor,Healthcare & Medicine,2021,94.4,97.9,73400,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Medical Coding,58,51.5,59,2021
USA,North America,Stanford,PhD,Business & Finance,2016,83.7,83.7,112700,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Strategic Planning,55,8.3,68,2016
Switzerland,Europe,ETH Zurich,Bachelor,Engineering,2018,84.0,91.3,77500,Manufacturing/Construction,Electrical Engineer,SolidWorks,MATLAB,Lean Six Sigma,58,8.3,69,2018
South Korea,Asia-Pacific,Seoul National University,Master,Computer Science,2022,87.2,93.4,66000,Technology,Software Engineer,DevOps,Cybersecurity,React,88,75.4,88,2022
Switzerland,Europe,EPFL,PhD,Engineering,2019,87.1,90.2,127300,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,MATLAB,64,7.4,54,2019
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2023,66.6,68.1,25400,Finance/Consulting,Management Consultant,Data Analysis,Market Research,Strategic Planning,64,70.8,64,2023
Germany,Europe,TU Munich,Bachelor,Healthcare & Medicine,2018,85.9,91.7,56000,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Patient Care,61,9.9,87,2018
India,Asia-Pacific,IIT Delhi,PhD,Data Science & AI,2023,89.3,93.7,45500,Technology/Consulting,Machine Learning Engineer,Machine Learning,Deep Learning,Big Data,71,68.9,86,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Social Sciences,2017,87.0,91.4,40600,Government/NGO,Policy Analyst,Communication,Public Policy,Qualitative Research,67,9.0,92,2017
Germany,Europe,Humboldt University,Bachelor,Computer Science,2025,93.5,100.0,75300,Technology,AI Researcher,Cloud Computing,React,Cybersecurity,88,90.0,89,2025
China,Asia-Pacific,Fudan University,PhD,Data Science & AI,2017,86.4,95.7,60000,Technology/Consulting,AI Consultant,Data Visualization,Big Data,R,69,10.8,87,2017
USA,North America,Harvard,Bachelor,Social Sciences,2019,75.0,80.5,49600,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,40,8.6,73,2019
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2024,75.3,83.5,23000,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Public Policy,69,90.0,66,2024
India,Asia-Pacific,IISc Bangalore,PhD,Natural Sciences,2021,84.3,88.9,25500,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,50,64.7,60,2021
India,Asia-Pacific,IIT Delhi,Bachelor,Business & Finance,2017,86.6,90.6,10900,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Financial Modeling,47,5.0,96,2017
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2015,93.3,100.0,96500,Technology/Consulting,NLP Specialist,R,Deep Learning,Big Data,74,9.7,44,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2021,90.9,94.4,55100,Technology,Software Engineer,Java,DevOps,React,84,56.8,84,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Computer Science,2021,99.0,100.0,88400,Technology,Software Engineer,DevOps,Python,React,81,60.9,100,2021
USA,North America,Stanford,Bachelor,Data Science & AI,2017,88.9,89.1,68700,Technology/Consulting,Machine Learning Engineer,NLP,Big Data,Machine Learning,75,11.8,69,2017
Canada,North America,UBC,Bachelor,Engineering,2017,69.8,75.5,51300,Manufacturing/Construction,Electrical Engineer,SolidWorks,Lean Six Sigma,AutoCAD,68,7.0,76,2017
South Korea,Asia-Pacific,Seoul National University,Bachelor,Computer Science,2023,92.3,96.5,46500,Technology,Software Engineer,React,Cloud Computing,Cybersecurity,78,62.4,64,2023
USA,North America,MIT,PhD,Data Science & AI,2016,86.4,90.6,119700,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,Deep Learning,71,5.0,96,2016
UK,Europe,Cambridge,Master,Business & Finance,2017,77.9,80.9,62800,Finance/Consulting,Marketing Manager,Excel,Market Research,Financial Modeling,71,12.8,55,2017
Canada,North America,University of Toronto,Bachelor,Engineering,2016,81.0,86.5,58500,Manufacturing/Construction,Electrical Engineer,MATLAB,Lean Six Sigma,AutoCAD,48,6.3,75,2016
Canada,North America,University of Toronto,Bachelor,Healthcare & Medicine,2017,99.0,100.0,59300,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Medical Coding,69,9.4,74,2017
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2019,79.8,86.6,37100,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Statistical Analysis,30,6.4,56,2019
Japan,Asia-Pacific,University of Tokyo,Bachelor,Natural Sciences,2017,78.9,84.7,32500,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,61,11.2,60,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2024,90.6,97.5,23400,Technology,Data Scientist,DevOps,React,Cloud Computing,95,80.3,56,2024
Canada,North America,University of Toronto,Bachelor,Natural Sciences,2021,77.3,81.6,49800,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Experimental Design,64,57.2,69,2021
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2025,83.7,87.7,28200,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Experimental Design,60,72.4,59,2025
Argentina,Latin America,University of Buenos Aires,PhD,Healthcare & Medicine,2022,89.5,94.0,36200,Healthcare,Pharmacist,Patient Care,Diagnostics,Clinical Research,68,65.2,53,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2015,95.6,98.4,58600,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,R,61,16.0,67,2015
UK,Europe,Oxford,Master,Data Science & AI,2017,84.3,88.8,64800,Technology/Consulting,NLP Specialist,R,Data Visualization,Deep Learning,62,7.9,70,2017
Germany,Europe,TU Munich,Bachelor,Social Sciences,2017,78.5,85.7,49500,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,68,17.2,74,2017
Canada,North America,McGill University,Bachelor,Social Sciences,2016,82.3,89.4,31100,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Data Analysis,51,18.7,82,2016
France,Europe,PSL University,Bachelor,Engineering,2016,85.4,91.1,49600,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,Lean Six Sigma,30,7.5,87,2016
Argentina,Latin America,University of Buenos Aires,PhD,Healthcare & Medicine,2019,91.9,94.8,26900,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,75,18.4,56,2019
Canada,North America,University of Toronto,Bachelor,Computer Science,2025,86.6,92.8,76100,Technology,Cloud Architect,Python,Cybersecurity,Java,95,90.0,74,2025
UK,Europe,LSE,Master,Social Sciences,2022,76.1,77.7,72200,Government/NGO,Economist,Communication,Data Analysis,Qualitative Research,60,44.3,47,2022
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2021,85.4,88.5,23700,Healthcare,Pharmacist,Patient Care,Medical Coding,Clinical Research,67,44.9,67,2021
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2023,77.4,81.9,85900,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,MATLAB,69,50.6,40,2023
Mexico,Latin America,UNAM,Master,Engineering,2015,83.7,92.8,24400,Manufacturing/Construction,Electrical Engineer,MATLAB,SolidWorks,AutoCAD,51,14.1,67,2015
USA,North America,MIT,Master,Healthcare & Medicine,2020,99.0,99.8,101100,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Patient Care,64,61.4,74,2020
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2015,86.9,91.8,66700,Healthcare,Medical Doctor,Medical Coding,Clinical Research,Diagnostics,50,5.0,52,2015
France,Europe,PSL University,PhD,Healthcare & Medicine,2015,97.1,100.0,77000,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,53,14.1,67,2015
Canada,North America,University of Toronto,Master,Natural Sciences,2019,81.3,86.4,68500,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,55,13.4,63,2019
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2025,74.3,77.1,20600,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,76,89.1,63,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2021,80.0,84.6,79300,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,75,65.4,93,2021
Germany,Europe,Humboldt University,Master,Computer Science,2025,97.4,100.0,92800,Technology,Data Scientist,Python,React,Java,80,66.5,95,2025
Sweden,Europe,KTH Royal Institute of Technology,PhD,Healthcare & Medicine,2024,92.4,95.5,110500,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Clinical Research,74,76.2,50,2024
Japan,Asia-Pacific,Kyoto University,Bachelor,Social Sciences,2025,72.8,76.2,46200,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Communication,48,75.8,72,2025
Switzerland,Europe,EPFL,Bachelor,Natural Sciences,2015,72.6,77.6,52900,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,44,20.0,97,2015
Canada,North America,McGill University,Bachelor,Data Science & AI,2017,92.8,99.3,60100,Technology/Consulting,AI Consultant,Machine Learning,R,Big Data,68,5.0,69,2017
USA,North America,Stanford,PhD,Natural Sciences,2022,80.8,86.7,102000,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Experimental Design,56,48.5,71,2022
UK,Europe,LSE,Bachelor,Data Science & AI,2019,84.1,91.0,66300,Technology/Consulting,NLP Specialist,Data Visualization,NLP,Deep Learning,60,7.1,66,2019
Australia,Asia-Pacific,ANU,Master,Data Science & AI,2016,88.4,97.2,79700,Technology/Consulting,AI Consultant,NLP,Data Visualization,Big Data,63,22.2,76,2016
USA,North America,Stanford,PhD,Natural Sciences,2023,85.4,95.4,106400,Research/Academia,Biologist,Laboratory Skills,Experimental Design,Scientific Writing,56,58.8,58,2023
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2021,71.4,76.4,25400,Manufacturing/Construction,Robotics Engineer,SolidWorks,AutoCAD,Project Management,78,51.5,65,2021
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2017,94.5,97.8,14400,Technology,Cybersecurity Analyst,React,Python,DevOps,92,19.7,73,2017
Netherlands,Europe,University of Amsterdam,Bachelor,Data Science & AI,2020,95.2,100.0,66300,Technology/Consulting,NLP Specialist,Big Data,Data Visualization,Deep Learning,71,34.7,50,2020
Canada,North America,McGill University,Bachelor,Healthcare & Medicine,2017,93.3,95.6,64000,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,49,5.0,56,2017
UAE,Middle East & Africa,Khalifa University,Bachelor,Natural Sciences,2020,76.3,80.7,54200,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Laboratory Skills,43,41.9,69,2020
UK,Europe,LSE,Master,Data Science & AI,2025,90.3,95.7,92400,Technology/Consulting,Machine Learning Engineer,Deep Learning,Machine Learning,NLP,81,75.2,97,2025
South Korea,Asia-Pacific,Seoul National University,Master,Natural Sciences,2022,80.8,87.8,49000,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,99,47.6,76,2022
UK,Europe,Oxford,Master,Data Science & AI,2019,88.6,92.1,76900,Technology/Consulting,NLP Specialist,Deep Learning,NLP,R,66,9.8,47,2019
Mexico,Latin America,UNAM,PhD,Business & Finance,2020,83.3,89.1,39900,Finance/Consulting,Financial Analyst,Market Research,Data Analysis,Financial Modeling,55,36.3,74,2020
USA,North America,Harvard,PhD,Natural Sciences,2020,81.2,84.5,91100,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Statistical Analysis,51,18.9,90,2020
Mexico,Latin America,UNAM,PhD,Business & Finance,2019,88.8,96.0,30700,Finance/Consulting,Financial Analyst,Market Research,Financial Modeling,Strategic Planning,45,5.0,100,2019
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2018,79.8,85.4,25300,Manufacturing/Construction,Robotics Engineer,SolidWorks,Project Management,MATLAB,49,12.2,59,2018
France,Europe,PSL University,Bachelor,Social Sciences,2024,73.4,78.4,35600,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,56,79.3,53,2024
Japan,Asia-Pacific,University of Tokyo,PhD,Business & Finance,2025,87.3,92.8,91300,Finance/Consulting,Management Consultant,Data Analysis,Market Research,Strategic Planning,69,90.0,77,2025
Australia,Asia-Pacific,University of Sydney,PhD,Natural Sciences,2020,80.7,84.8,94500,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Statistical Analysis,46,35.7,84,2020
India,Asia-Pacific,IISc Bangalore,PhD,Engineering,2023,87.8,89.2,43300,Manufacturing/Construction,Robotics Engineer,SolidWorks,Lean Six Sigma,Project Management,76,51.6,83,2023
Singapore,Asia-Pacific,NUS,Bachelor,Natural Sciences,2016,83.5,85.8,49300,Research/Academia,Environmental Scientist,Laboratory Skills,Scientific Writing,Experimental Design,63,5.0,59,2016
Canada,North America,UBC,PhD,Healthcare & Medicine,2016,84.2,89.4,91300,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Clinical Research,70,23.3,71,2016
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2021,92.4,98.4,41500,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Patient Care,58,52.0,78,2021
South Korea,Asia-Pacific,KAIST,PhD,Social Sciences,2021,82.6,87.5,55200,Government/NGO,Sociologist,Public Policy,Qualitative Research,Data Analysis,70,39.3,69,2021
Singapore,Asia-Pacific,NTU,Master,Natural Sciences,2021,87.1,94.8,83600,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Experimental Design,62,53.2,85,2021
USA,North America,Stanford,Master,Natural Sciences,2023,71.5,73.9,90500,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Laboratory Skills,79,67.2,59,2023
Switzerland,Europe,EPFL,Bachelor,Healthcare & Medicine,2025,87.2,89.4,104600,Healthcare,Biomedical Researcher,Diagnostics,Clinical Research,Patient Care,90,89.8,69,2025
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2023,96.1,100.0,31200,Technology/Consulting,Machine Learning Engineer,Deep Learning,Data Visualization,NLP,96,63.7,65,2023
Switzerland,Europe,ETH Zurich,PhD,Healthcare & Medicine,2021,90.4,95.4,161500,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Clinical Research,65,57.9,43,2021
UK,Europe,Oxford,Bachelor,Business & Finance,2015,78.8,85.2,54200,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Financial Modeling,57,18.0,90,2015
Israel,Middle East & Africa,Technion,PhD,Social Sciences,2017,90.2,95.8,78200,Government/NGO,Economist,Data Analysis,Communication,Qualitative Research,54,14.4,80,2017
Sweden,Europe,KTH Royal Institute of Technology,Master,Engineering,2023,83.3,88.2,75100,Manufacturing/Construction,Mechanical Engineer,Project Management,SolidWorks,Lean Six Sigma,57,82.9,70,2023
China,Asia-Pacific,Tsinghua University,PhD,Computer Science,2025,84.9,88.8,81200,Technology,Cybersecurity Analyst,Cybersecurity,Python,React,90,90.0,75,2025
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2019,84.4,87.0,70000,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,Big Data,81,5.0,62,2019
India,Asia-Pacific,IIT Delhi,Bachelor,Business & Finance,2015,75.1,83.3,21500,Finance/Consulting,Investment Banker,Data Analysis,Financial Modeling,Strategic Planning,62,5.0,56,2015
Sweden,Europe,Karolinska Institute,Master,Data Science & AI,2025,87.3,93.9,84700,Technology/Consulting,AI Consultant,Data Visualization,Deep Learning,Big Data,85,90.0,47,2025
USA,North America,Georgia Tech,PhD,Healthcare & Medicine,2015,90.2,95.2,114000,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,49,5.0,52,2015
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2019,85.0,92.1,76400,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,61,10.7,44,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Computer Science,2018,91.1,100.0,66300,Technology,Data Scientist,Python,Cloud Computing,Java,82,17.7,78,2018
USA,North America,Harvard,Master,Business & Finance,2018,81.8,87.3,82800,Finance/Consulting,Management Consultant,Financial Modeling,Excel,Data Analysis,46,8.1,66,2018
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2021,80.8,88.3,33700,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Clinical Research,52,36.3,87,2021
South Korea,Asia-Pacific,Seoul National University,PhD,Natural Sciences,2024,89.3,95.9,74600,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Experimental Design,88,85.6,67,2024
Mexico,Latin America,UNAM,PhD,Social Sciences,2019,89.2,92.7,27000,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,51,8.5,40,2019
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2016,71.8,76.9,21800,Government/NGO,Sociologist,Data Analysis,Public Policy,Communication,60,7.6,95,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Natural Sciences,2025,89.0,95.3,93800,Research/Academia,Physicist,Scientific Writing,Statistical Analysis,Laboratory Skills,52,90.0,69,2025
France,Europe,Ecole Polytechnique,Bachelor,Data Science & AI,2018,83.0,87.5,54200,Technology/Consulting,AI Consultant,Machine Learning,Deep Learning,R,74,10.5,65,2018
France,Europe,PSL University,Bachelor,Data Science & AI,2015,88.1,89.2,56800,Technology/Consulting,NLP Specialist,NLP,R,Deep Learning,68,5.0,75,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2021,93.8,100.0,45500,Technology,Cloud Architect,Cloud Computing,Cybersecurity,Java,72,60.6,63,2021
UK,Europe,Imperial College London,PhD,Healthcare & Medicine,2025,91.2,94.5,127000,Healthcare,Pharmacist,Clinical Research,Medical Coding,Patient Care,76,85.6,57,2025
Japan,Asia-Pacific,University of Tokyo,Bachelor,Computer Science,2022,89.8,97.5,54400,Technology,Cybersecurity Analyst,DevOps,Python,Cloud Computing,64,60.2,79,2022
USA,North America,UC Berkeley,Bachelor,Healthcare & Medicine,2020,96.5,100.0,80700,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,58,45.9,71,2020
USA,North America,UC Berkeley,Master,Engineering,2021,83.8,87.5,88300,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Lean Six Sigma,Project Management,55,44.7,90,2021
Canada,North America,University of Toronto,Master,Social Sciences,2019,83.2,88.3,39800,Government/NGO,Human Resources Specialist,Communication,Qualitative Research,Data Analysis,41,11.5,77,2019
Canada,North America,McGill University,PhD,Computer Science,2021,79.7,87.5,110100,Technology,Cybersecurity Analyst,Cloud Computing,React,DevOps,74,56.9,81,2021
Canada,North America,UBC,Bachelor,Computer Science,2018,93.3,97.5,56900,Technology,Software Engineer,Python,SQL,Java,55,15.8,58,2018
Singapore,Asia-Pacific,NTU,Bachelor,Engineering,2016,78.0,83.5,54900,Manufacturing/Construction,Mechanical Engineer,Project Management,MATLAB,SolidWorks,51,12.7,49,2016
Canada,North America,University of Toronto,Bachelor,Computer Science,2019,89.4,98.2,59400,Technology,Cloud Architect,Python,Cloud Computing,React,76,15.4,70,2019
Mexico,Latin America,UNAM,Bachelor,Healthcare & Medicine,2022,88.8,93.4,22900,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Patient Care,70,73.7,75,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2023,88.2,92.3,126300,Technology,Cybersecurity Analyst,Cybersecurity,Java,SQL,78,73.1,64,2023
Mexico,Latin America,UNAM,PhD,Business & Finance,2018,78.3,83.4,36800,Finance/Consulting,Investment Banker,Financial Modeling,Excel,Strategic Planning,62,5.0,100,2018
Australia,Asia-Pacific,University of Melbourne,PhD,Social Sciences,2018,72.9,78.2,72100,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Qualitative Research,56,9.6,84,2018
UK,Europe,Cambridge,Master,Natural Sciences,2021,82.7,88.6,66100,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Laboratory Skills,60,67.8,47,2021
Switzerland,Europe,EPFL,Master,Social Sciences,2022,81.6,88.2,86900,Government/NGO,Economist,Qualitative Research,Communication,Public Policy,55,42.6,72,2022
France,Europe,Ecole Polytechnique,Master,Natural Sciences,2024,88.7,91.2,65300,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Laboratory Skills,79,90.0,64,2024
South Korea,Asia-Pacific,Seoul National University,PhD,Data Science & AI,2024,91.0,96.0,90600,Technology/Consulting,NLP Specialist,NLP,Machine Learning,Deep Learning,93,74.1,93,2024
USA,North America,Stanford,Bachelor,Business & Finance,2017,71.3,78.5,61500,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Strategic Planning,31,9.0,100,2017
Japan,Asia-Pacific,University of Tokyo,PhD,Computer Science,2020,87.4,92.3,85600,Technology,Cybersecurity Analyst,DevOps,Java,React,79,41.6,79,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Business & Finance,2019,88.4,93.9,58900,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Data Analysis,65,6.9,89,2019
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2017,81.4,84.5,22200,Finance/Consulting,Marketing Manager,Market Research,Excel,Data Analysis,44,13.4,63,2017
Israel,Middle East & Africa,Technion,PhD,Computer Science,2025,89.8,96.2,123500,Technology,Software Engineer,Java,Python,SQL,83,88.8,70,2025
USA,North America,Georgia Tech,Master,Engineering,2016,73.9,79.6,68300,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,Project Management,44,15.3,84,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2018,99.0,100.0,84700,Technology,Cybersecurity Analyst,React,SQL,Cloud Computing,82,7.1,100,2018
Germany,Europe,TU Munich,Master,Social Sciences,2019,81.3,87.1,65800,Government/NGO,Policy Analyst,Communication,Data Analysis,Public Policy,71,9.3,60,2019
Switzerland,Europe,EPFL,PhD,Data Science & AI,2018,93.4,98.8,154400,Technology/Consulting,Data Analyst,Deep Learning,R,Machine Learning,67,5.0,73,2018
France,Europe,Ecole Polytechnique,Bachelor,Computer Science,2025,88.9,96.7,71000,Technology,Software Engineer,DevOps,SQL,Cloud Computing,82,79.5,68,2025
France,Europe,PSL University,Bachelor,Social Sciences,2015,83.8,87.3,34600,Government/NGO,Human Resources Specialist,Communication,Qualitative Research,Public Policy,63,19.8,69,2015
Netherlands,Europe,TU Delft,Bachelor,Natural Sciences,2015,74.7,81.9,48000,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Experimental Design,60,14.3,69,2015
USA,North America,Harvard,PhD,Data Science & AI,2022,89.8,93.5,125900,Technology/Consulting,NLP Specialist,Data Visualization,R,Big Data,74,61.2,63,2022
Japan,Asia-Pacific,Kyoto University,Bachelor,Natural Sciences,2020,74.7,78.3,38300,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Statistical Analysis,71,33.4,62,2020
Canada,North America,UBC,PhD,Social Sciences,2025,84.7,90.6,83200,Government/NGO,Economist,Public Policy,Data Analysis,Qualitative Research,39,90.0,91,2025
France,Europe,Ecole Polytechnique,Bachelor,Engineering,2024,75.1,79.2,54000,Manufacturing/Construction,Mechanical Engineer,SolidWorks,MATLAB,AutoCAD,60,82.2,40,2024
Netherlands,Europe,TU Delft,Master,Social Sciences,2025,88.9,92.1,57200,Government/NGO,Sociologist,Data Analysis,Communication,Public Policy,82,90.0,42,2025
Japan,Asia-Pacific,Kyoto University,PhD,Business & Finance,2019,82.4,86.5,82900,Finance/Consulting,Management Consultant,Excel,Strategic Planning,Financial Modeling,60,12.4,80,2019
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2020,93.3,95.5,90600,Healthcare,Pharmacist,Medical Coding,Clinical Research,Diagnostics,55,69.4,80,2020
Netherlands,Europe,TU Delft,PhD,Data Science & AI,2024,99.0,100.0,131300,Technology/Consulting,NLP Specialist,Big Data,Deep Learning,R,91,79.6,43,2024
China,Asia-Pacific,Peking University,Bachelor,Business & Finance,2015,86.1,89.9,31700,Finance/Consulting,Investment Banker,Strategic Planning,Excel,Data Analysis,54,14.3,56,2015
Canada,North America,McGill University,Bachelor,Business & Finance,2020,74.9,78.3,60100,Finance/Consulting,Financial Analyst,Financial Modeling,Market Research,Strategic Planning,47,31.0,91,2020
Japan,Asia-Pacific,University of Tokyo,Bachelor,Social Sciences,2019,80.6,84.6,32300,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Public Policy,69,16.6,82,2019
UAE,Middle East & Africa,Khalifa University,Bachelor,Computer Science,2022,88.8,91.5,70500,Technology,Cybersecurity Analyst,Cloud Computing,Java,DevOps,100,52.4,79,2022
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2019,88.5,95.5,39200,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,65,18.6,62,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Engineering,2021,78.7,84.1,61300,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,SolidWorks,62,46.1,41,2021
Canada,North America,UBC,PhD,Business & Finance,2023,92.9,98.8,111300,Finance/Consulting,Investment Banker,Strategic Planning,Data Analysis,Market Research,72,75.7,75,2023
Switzerland,Europe,EPFL,PhD,Data Science & AI,2023,95.0,99.4,178600,Technology/Consulting,AI Consultant,NLP,R,Data Visualization,78,67.5,74,2023
Mexico,Latin America,UNAM,Master,Business & Finance,2015,82.8,88.7,22100,Finance/Consulting,Investment Banker,Market Research,Financial Modeling,Strategic Planning,58,16.4,71,2015
Switzerland,Europe,EPFL,Bachelor,Healthcare & Medicine,2023,88.3,93.4,98000,Healthcare,Medical Doctor,Medical Coding,Clinical Research,Patient Care,47,83.9,72,2023
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2022,99.0,100.0,47400,Technology,Software Engineer,SQL,Cybersecurity,DevOps,89,58.9,67,2022
USA,North America,Harvard,PhD,Computer Science,2020,99.0,100.0,118600,Technology,Cloud Architect,Cybersecurity,Python,Cloud Computing,86,21.2,87,2020
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2024,90.5,95.0,26800,Technology,Data Scientist,React,Cybersecurity,Python,92,90.0,43,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2025,75.4,80.4,64900,Manufacturing/Construction,Electrical Engineer,Project Management,MATLAB,SolidWorks,67,85.7,69,2025
Canada,North America,UBC,PhD,Engineering,2016,88.1,89.6,79100,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Lean Six Sigma,SolidWorks,57,8.4,52,2016
UAE,Middle East & Africa,Khalifa University,Bachelor,Computer Science,2022,82.2,87.3,70000,Technology,Cybersecurity Analyst,Python,Cybersecurity,DevOps,69,64.6,56,2022
USA,North America,Harvard,Master,Business & Finance,2017,82.7,86.2,81600,Finance/Consulting,Marketing Manager,Strategic Planning,Excel,Data Analysis,53,5.0,79,2017
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2015,94.0,99.1,48600,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,57,5.0,92,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2019,88.8,96.3,79300,Technology/Consulting,AI Consultant,NLP,Machine Learning,Data Visualization,75,7.7,77,2019
South Korea,Asia-Pacific,KAIST,PhD,Natural Sciences,2016,88.1,91.0,50700,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Scientific Writing,41,5.5,81,2016
Canada,North America,McGill University,Bachelor,Healthcare & Medicine,2021,83.3,87.0,66700,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,61,38.2,52,2021
Israel,Middle East & Africa,Technion,Master,Engineering,2022,76.9,81.3,94300,Manufacturing/Construction,Civil Engineer,SolidWorks,MATLAB,AutoCAD,60,55.8,79,2022
Australia,Asia-Pacific,ANU,Bachelor,Data Science & AI,2023,88.5,91.0,86300,Technology/Consulting,Data Analyst,Data Visualization,Big Data,Machine Learning,98,69.0,95,2023
France,Europe,Ecole Polytechnique,Master,Social Sciences,2017,82.2,91.1,35300,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Qualitative Research,50,8.9,74,2017
Canada,North America,McGill University,Master,Healthcare & Medicine,2025,89.7,94.0,95400,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Diagnostics,63,90.0,76,2025
Australia,Asia-Pacific,ANU,Master,Healthcare & Medicine,2024,95.3,99.8,102200,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Medical Coding,60,74.0,70,2024
Germany,Europe,TU Munich,PhD,Computer Science,2022,90.5,94.5,105100,Technology,Data Scientist,React,DevOps,Cloud Computing,100,32.3,67,2022
UK,Europe,Cambridge,PhD,Business & Finance,2021,83.6,90.1,105300,Finance/Consulting,Management Consultant,Financial Modeling,Market Research,Excel,62,43.3,40,2021
USA,North America,MIT,Master,Natural Sciences,2020,77.4,80.8,76700,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Statistical Analysis,55,57.4,100,2020
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2023,90.7,93.3,42900,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,70,87.8,66,2023
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2017,83.4,90.3,4200,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Project Management,AutoCAD,38,10.9,76,2017
USA,North America,MIT,Bachelor,Computer Science,2020,86.0,93.1,76100,Technology,Cloud Architect,SQL,DevOps,Cybersecurity,75,25.1,40,2020
Canada,North America,University of Toronto,PhD,Social Sciences,2025,86.1,91.3,91800,Government/NGO,Human Resources Specialist,Data Analysis,Public Policy,Communication,65,84.7,53,2025
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2017,82.4,85.9,44500,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,50,13.0,69,2017
USA,North America,Stanford,PhD,Data Science & AI,2016,99.0,100.0,121800,Technology/Consulting,Machine Learning Engineer,Machine Learning,Data Visualization,Deep Learning,76,10.1,55,2016
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Natural Sciences,2019,88.4,94.1,27200,Research/Academia,Physicist,Scientific Writing,Statistical Analysis,Experimental Design,77,5.0,52,2019
France,Europe,PSL University,PhD,Healthcare & Medicine,2018,94.3,100.0,94400,Healthcare,Medical Doctor,Medical Coding,Patient Care,Clinical Research,55,5.7,66,2018
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2015,87.4,94.3,87400,Technology,Data Scientist,Cloud Computing,DevOps,SQL,78,11.8,44,2015
China,Asia-Pacific,Tsinghua University,Bachelor,Healthcare & Medicine,2020,83.9,91.2,38100,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Patient Care,54,29.1,70,2020
UAE,Middle East & Africa,Khalifa University,Bachelor,Business & Finance,2024,87.4,90.9,66900,Finance/Consulting,Marketing Manager,Market Research,Financial Modeling,Excel,54,58.5,69,2024
France,Europe,PSL University,Bachelor,Computer Science,2022,82.9,90.2,58100,Technology,Cybersecurity Analyst,Cybersecurity,Java,Cloud Computing,90,59.7,90,2022
Mexico,Latin America,UNAM,Bachelor,Computer Science,2015,85.9,88.8,23100,Technology,Cloud Architect,SQL,Java,Cybersecurity,78,12.0,72,2015
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2015,86.0,89.5,21100,Finance/Consulting,Financial Analyst,Data Analysis,Market Research,Excel,48,17.2,60,2015
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2016,77.7,84.7,17100,Manufacturing/Construction,Electrical Engineer,SolidWorks,AutoCAD,MATLAB,54,9.4,62,2016
India,Asia-Pacific,IIT Delhi,Master,Computer Science,2018,87.0,92.6,29500,Technology,Software Engineer,Java,Python,Cybersecurity,68,5.5,60,2018
Netherlands,Europe,TU Delft,Bachelor,Natural Sciences,2018,79.8,85.2,43800,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Scientific Writing,30,6.0,64,2018
Brazil,Latin America,University of São Paulo,Bachelor,Data Science & AI,2020,84.6,89.9,36500,Technology/Consulting,Data Analyst,Big Data,Deep Learning,R,94,26.9,75,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2025,90.5,93.9,123700,Technology,Cloud Architect,Python,SQL,Cloud Computing,82,90.0,82,2025
Netherlands,Europe,University of Amsterdam,Bachelor,Business & Finance,2019,82.5,84.2,62500,Finance/Consulting,Financial Analyst,Excel,Market Research,Data Analysis,61,15.4,57,2019
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2023,96.5,100.0,60600,Healthcare,Pharmacist,Clinical Research,Diagnostics,Patient Care,61,59.0,64,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2017,70.9,71.7,64900,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,SolidWorks,54,7.8,70,2017
Canada,North America,UBC,Bachelor,Computer Science,2018,87.2,88.5,66000,Technology,Software Engineer,React,DevOps,SQL,96,5.0,54,2018
Canada,North America,University of Toronto,Master,Data Science & AI,2024,89.3,94.2,104600,Technology/Consulting,Machine Learning Engineer,Data Visualization,R,Machine Learning,92,90.0,64,2024
Australia,Asia-Pacific,University of Sydney,Master,Computer Science,2021,80.6,87.1,96300,Technology,Data Scientist,DevOps,SQL,Python,73,63.7,72,2021
Netherlands,Europe,TU Delft,PhD,Business & Finance,2023,86.3,93.1,99200,Finance/Consulting,Management Consultant,Financial Modeling,Excel,Market Research,72,59.7,62,2023
Canada,North America,McGill University,PhD,Engineering,2015,82.8,89.3,82300,Manufacturing/Construction,Mechanical Engineer,MATLAB,SolidWorks,Project Management,30,11.7,65,2015
Canada,North America,UBC,PhD,Data Science & AI,2023,89.3,93.9,119000,Technology/Consulting,Data Analyst,Data Visualization,NLP,R,49,63.0,56,2023
Mexico,Latin America,UNAM,Bachelor,Computer Science,2019,86.0,90.5,24900,Technology,Software Engineer,SQL,React,Cloud Computing,93,15.0,83,2019
Switzerland,Europe,EPFL,Master,Healthcare & Medicine,2021,94.0,98.5,120600,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Patient Care,60,54.1,61,2021
Singapore,Asia-Pacific,NTU,PhD,Natural Sciences,2024,82.2,88.4,111100,Research/Academia,Biologist,Laboratory Skills,Experimental Design,Statistical Analysis,82,90.0,48,2024
India,Asia-Pacific,IIT Delhi,Master,Computer Science,2022,95.5,100.0,32700,Technology,AI Researcher,Python,DevOps,SQL,72,53.4,84,2022
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2024,89.8,97.9,23100,Technology,Cloud Architect,Python,Cloud Computing,Cybersecurity,87,72.7,56,2024
China,Asia-Pacific,Peking University,Bachelor,Data Science & AI,2019,83.3,87.8,41900,Technology/Consulting,Data Analyst,R,Data Visualization,Deep Learning,81,16.5,80,2019
Germany,Europe,Humboldt University,PhD,Computer Science,2018,98.9,100.0,94500,Technology,Data Scientist,Python,React,SQL,63,9.1,91,2018
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Healthcare & Medicine,2018,90.1,98.3,68400,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Patient Care,41,5.0,45,2018
Canada,North America,UBC,PhD,Computer Science,2024,93.8,100.0,119000,Technology,Software Engineer,Java,Cloud Computing,Python,90,76.0,70,2024
Israel,Middle East & Africa,Technion,PhD,Computer Science,2018,84.6,95.1,104400,Technology,AI Researcher,Java,Cloud Computing,Cybersecurity,81,11.1,79,2018
Brazil,Latin America,University of São Paulo,Master,Engineering,2015,80.5,84.3,30000,Manufacturing/Construction,Robotics Engineer,MATLAB,Lean Six Sigma,Project Management,55,11.9,57,2015
South Korea,Asia-Pacific,KAIST,PhD,Computer Science,2017,94.5,100.0,79900,Technology,Data Scientist,Cloud Computing,Python,SQL,87,10.1,74,2017
UAE,Middle East & Africa,Khalifa University,PhD,Engineering,2020,79.4,84.5,99400,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,MATLAB,AutoCAD,61,30.4,100,2020
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2025,74.8,82.4,67600,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Scientific Writing,77,79.7,79,2025
UAE,Middle East & Africa,Khalifa University,PhD,Business & Finance,2025,82.8,93.0,122900,Finance/Consulting,Management Consultant,Market Research,Data Analysis,Strategic Planning,52,90.0,87,2025
Switzerland,Europe,EPFL,Bachelor,Data Science & AI,2018,89.0,93.4,98200,Technology/Consulting,AI Consultant,R,Deep Learning,Data Visualization,80,14.1,79,2018
USA,North America,UC Berkeley,PhD,Business & Finance,2020,77.9,82.5,122500,Finance/Consulting,Investment Banker,Financial Modeling,Excel,Data Analysis,50,36.1,85,2020
Singapore,Asia-Pacific,NTU,PhD,Engineering,2022,96.0,100.0,113600,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,MATLAB,64,61.1,60,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Healthcare & Medicine,2025,98.6,100.0,110600,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,62,80.7,63,2025
Japan,Asia-Pacific,University of Tokyo,Bachelor,Business & Finance,2021,86.0,88.3,53200,Finance/Consulting,Marketing Manager,Market Research,Strategic Planning,Excel,58,51.4,42,2021
Germany,Europe,Heidelberg University,Bachelor,Engineering,2016,76.6,80.0,48800,Manufacturing/Construction,Robotics Engineer,SolidWorks,MATLAB,Lean Six Sigma,53,9.2,61,2016
USA,North America,MIT,Master,Computer Science,2017,99.0,100.0,89700,Technology,Cloud Architect,Python,Java,Cybersecurity,54,12.9,67,2017
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2023,78.0,83.2,24800,Finance/Consulting,Management Consultant,Strategic Planning,Excel,Financial Modeling,67,64.2,56,2023
Australia,Asia-Pacific,ANU,PhD,Computer Science,2015,94.2,100.0,92800,Technology,Cybersecurity Analyst,Python,React,Cloud Computing,78,7.5,74,2015
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2021,88.8,93.7,29800,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Laboratory Skills,59,51.9,52,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2024,93.7,100.0,75300,Healthcare,Pharmacist,Medical Coding,Diagnostics,Patient Care,65,82.2,57,2024
South Korea,Asia-Pacific,Seoul National University,PhD,Social Sciences,2024,82.6,87.1,67000,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,64,79.4,63,2024
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2023,91.0,99.2,45100,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,80,61.1,71,2023
India,Asia-Pacific,IIT Bombay,Bachelor,Natural Sciences,2018,78.4,87.4,13900,Research/Academia,Biologist,Experimental Design,Scientific Writing,Statistical Analysis,52,11.8,78,2018
Canada,North America,McGill University,Bachelor,Computer Science,2019,85.7,88.3,58100,Technology,Data Scientist,Cloud Computing,DevOps,React,69,5.0,78,2019
France,Europe,Ecole Polytechnique,PhD,Natural Sciences,2016,83.7,85.9,74900,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Experimental Design,45,7.7,54,2016
USA,North America,Georgia Tech,PhD,Natural Sciences,2017,87.1,89.7,93000,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Experimental Design,61,17.6,98,2017
Canada,North America,University of Toronto,Master,Engineering,2019,76.7,87.4,86700,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,MATLAB,54,7.0,74,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Computer Science,2016,93.2,95.6,60800,Technology,AI Researcher,DevOps,SQL,React,69,16.4,69,2016
USA,North America,Harvard,PhD,Social Sciences,2016,85.4,92.7,77800,Government/NGO,Policy Analyst,Communication,Public Policy,Data Analysis,35,12.9,65,2016
India,Asia-Pacific,IISc Bangalore,Master,Data Science & AI,2022,96.5,99.2,33800,Technology/Consulting,AI Consultant,NLP,Big Data,Machine Learning,73,40.6,61,2022
Canada,North America,University of Toronto,PhD,Natural Sciences,2023,82.4,84.7,96700,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,61,55.1,53,2023
Germany,Europe,Humboldt University,Master,Natural Sciences,2018,75.4,82.6,62600,Research/Academia,Chemist,Statistical Analysis,Experimental Design,Scientific Writing,55,10.4,65,2018
Brazil,Latin America,University of São Paulo,Master,Engineering,2018,85.2,90.8,32800,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,Lean Six Sigma,61,8.9,78,2018
Canada,North America,UBC,PhD,Engineering,2017,83.0,87.5,85600,Manufacturing/Construction,Electrical Engineer,AutoCAD,SolidWorks,MATLAB,49,6.6,77,2017
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2022,98.9,100.0,133200,Technology/Consulting,Data Analyst,Big Data,Deep Learning,R,96,56.8,79,2022
Singapore,Asia-Pacific,NTU,Master,Natural Sciences,2025,82.0,87.6,78900,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Statistical Analysis,55,90.0,90,2025
China,Asia-Pacific,Tsinghua University,Bachelor,Natural Sciences,2019,86.8,91.4,28500,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Scientific Writing,66,5.0,100,2019
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2025,89.8,90.9,49500,Technology/Consulting,Data Analyst,Machine Learning,R,Data Visualization,92,75.6,76,2025
Mexico,Latin America,UNAM,PhD,Engineering,2015,78.3,85.5,31100,Manufacturing/Construction,Civil Engineer,MATLAB,Lean Six Sigma,SolidWorks,58,14.9,70,2015
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2020,86.1,90.6,16600,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Communication,46,53.5,100,2020
Mexico,Latin America,UNAM,Master,Business & Finance,2018,92.0,97.2,25700,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Strategic Planning,52,6.8,94,2018
Brazil,Latin America,University of São Paulo,PhD,Engineering,2025,86.7,90.6,41600,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,Lean Six Sigma,65,90.0,64,2025
Canada,North America,University of Toronto,PhD,Data Science & AI,2020,98.7,100.0,110700,Technology/Consulting,Data Analyst,Big Data,Machine Learning,NLP,86,33.5,62,2020
Australia,Asia-Pacific,University of Melbourne,Bachelor,Natural Sciences,2023,81.6,84.6,60000,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,73,70.9,44,2023
France,Europe,Ecole Polytechnique,Master,Engineering,2023,78.7,83.6,67200,Manufacturing/Construction,Mechanical Engineer,Project Management,AutoCAD,SolidWorks,84,72.4,57,2023
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2017,89.5,95.1,75500,Technology,Data Scientist,Cloud Computing,SQL,Python,79,16.0,69,2017
UK,Europe,Imperial College London,PhD,Computer Science,2021,97.5,100.0,109100,Technology,AI Researcher,React,DevOps,Java,100,53.3,57,2021
USA,North America,MIT,PhD,Social Sciences,2021,93.4,98.3,97600,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,56,48.3,80,2021
Israel,Middle East & Africa,Technion,PhD,Natural Sciences,2019,85.9,91.1,91100,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Laboratory Skills,72,8.4,85,2019
South Korea,Asia-Pacific,Seoul National University,Bachelor,Data Science & AI,2025,92.2,96.9,61000,Technology/Consulting,AI Consultant,Big Data,Data Visualization,NLP,89,86.2,90,2025
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2019,87.5,96.8,30200,Healthcare,Pharmacist,Diagnostics,Patient Care,Clinical Research,67,5.0,61,2019
Canada,North America,UBC,Master,Data Science & AI,2023,86.5,86.5,87200,Technology/Consulting,Data Analyst,NLP,Machine Learning,Data Visualization,84,58.6,70,2023
UAE,Middle East & Africa,Khalifa University,Bachelor,Business & Finance,2020,80.4,84.6,54200,Finance/Consulting,Management Consultant,Data Analysis,Financial Modeling,Excel,75,54.1,81,2020
India,Asia-Pacific,IISc Bangalore,Bachelor,Computer Science,2023,99.0,100.0,23400,Technology,Cloud Architect,Java,SQL,DevOps,71,69.2,100,2023
UK,Europe,Cambridge,Master,Healthcare & Medicine,2022,90.3,92.4,83500,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Diagnostics,73,69.5,81,2022
Mexico,Latin America,UNAM,Bachelor,Computer Science,2020,86.5,88.9,19800,Technology,Cybersecurity Analyst,React,Cybersecurity,SQL,80,29.2,52,2020
Canada,North America,UBC,Bachelor,Natural Sciences,2023,77.6,81.5,54100,Research/Academia,Biologist,Experimental Design,Scientific Writing,Statistical Analysis,70,70.8,65,2023
France,Europe,Ecole Polytechnique,PhD,Business & Finance,2023,78.0,83.3,97100,Finance/Consulting,Marketing Manager,Market Research,Financial Modeling,Data Analysis,67,55.0,84,2023
Canada,North America,University of Toronto,Bachelor,Engineering,2023,80.5,87.8,60700,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,Lean Six Sigma,75,70.3,64,2023
USA,North America,UC Berkeley,Master,Engineering,2025,84.6,88.4,106400,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,AutoCAD,62,69.3,72,2025
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2019,85.7,91.4,24500,Finance/Consulting,Management Consultant,Excel,Market Research,Data Analysis,71,6.5,87,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2025,95.1,97.2,84000,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,72,70.2,65,2025
Mexico,Latin America,UNAM,Master,Social Sciences,2017,78.6,81.5,20800,Government/NGO,Policy Analyst,Qualitative Research,Communication,Data Analysis,62,9.5,62,2017
South Korea,Asia-Pacific,Seoul National University,Bachelor,Business & Finance,2016,93.2,100.0,42600,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Data Analysis,63,12.2,72,2016
Sweden,Europe,KTH Royal Institute of Technology,PhD,Business & Finance,2020,79.6,83.6,81900,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Excel,41,28.4,40,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2023,85.3,92.6,55300,Government/NGO,Economist,Qualitative Research,Data Analysis,Public Policy,70,60.4,41,2023
Japan,Asia-Pacific,Kyoto University,PhD,Social Sciences,2019,76.7,79.9,50100,Government/NGO,Sociologist,Communication,Data Analysis,Qualitative Research,56,5.0,75,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Engineering,2016,83.1,90.3,73600,Manufacturing/Construction,Electrical Engineer,Project Management,MATLAB,AutoCAD,40,12.1,69,2016
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2025,97.4,100.0,124000,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,60,88.2,74,2025
Germany,Europe,TU Munich,Bachelor,Engineering,2016,82.9,88.5,51600,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,AutoCAD,70,5.0,68,2016
Brazil,Latin America,University of São Paulo,Bachelor,Computer Science,2017,93.0,94.8,20000,Technology,Cybersecurity Analyst,Cybersecurity,DevOps,React,77,6.8,58,2017
Japan,Asia-Pacific,University of Tokyo,Bachelor,Healthcare & Medicine,2021,87.7,94.8,50200,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Medical Coding,61,56.3,94,2021
Australia,Asia-Pacific,University of Sydney,PhD,Computer Science,2024,90.2,96.1,125300,Technology,AI Researcher,SQL,Java,React,82,75.0,47,2024
Netherlands,Europe,University of Amsterdam,Master,Social Sciences,2019,79.3,84.7,57200,Government/NGO,Sociologist,Public Policy,Communication,Qualitative Research,47,12.2,58,2019
UK,Europe,Imperial College London,Master,Natural Sciences,2025,85.6,92.2,69500,Research/Academia,Chemist,Scientific Writing,Experimental Design,Statistical Analysis,69,72.3,100,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Engineering,2015,84.9,88.4,65400,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,Lean Six Sigma,48,7.3,88,2015
Canada,North America,McGill University,Bachelor,Data Science & AI,2019,86.1,90.1,69700,Technology/Consulting,Machine Learning Engineer,Big Data,Machine Learning,R,89,18.0,92,2019
Singapore,Asia-Pacific,NTU,Master,Computer Science,2019,90.0,90.0,92000,Technology,Cloud Architect,Cloud Computing,React,Python,80,10.0,72,2019
Canada,North America,UBC,PhD,Business & Finance,2022,76.4,82.5,106100,Finance/Consulting,Investment Banker,Strategic Planning,Data Analysis,Excel,70,66.8,84,2022
Canada,North America,University of Toronto,PhD,Social Sciences,2017,80.9,85.8,70500,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Communication,54,10.5,84,2017
USA,North America,UC Berkeley,PhD,Social Sciences,2015,93.4,100.0,78000,Government/NGO,Economist,Communication,Public Policy,Qualitative Research,50,5.0,88,2015
UAE,Middle East & Africa,Khalifa University,PhD,Natural Sciences,2020,79.0,83.2,79700,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Experimental Design,55,46.1,46,2020
Mexico,Latin America,UNAM,Bachelor,Engineering,2023,81.7,88.0,17600,Manufacturing/Construction,Civil Engineer,Project Management,MATLAB,AutoCAD,72,62.1,55,2023
Brazil,Latin America,University of São Paulo,PhD,Engineering,2023,84.2,92.2,40400,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Project Management,MATLAB,45,67.8,50,2023
Japan,Asia-Pacific,Kyoto University,Bachelor,Data Science & AI,2022,94.8,100.0,53300,Technology/Consulting,Machine Learning Engineer,Big Data,Machine Learning,Data Visualization,88,69.2,62,2022
USA,North America,Stanford,PhD,Computer Science,2017,99.0,100.0,109900,Technology,Data Scientist,Cloud Computing,Cybersecurity,Python,81,10.0,42,2017
USA,North America,Harvard,Master,Computer Science,2018,88.4,95.5,79900,Technology,Data Scientist,Cloud Computing,React,Java,83,14.6,55,2018
China,Asia-Pacific,Peking University,PhD,Data Science & AI,2017,88.2,93.6,68800,Technology/Consulting,NLP Specialist,R,Deep Learning,NLP,73,9.1,90,2017
Germany,Europe,Heidelberg University,Bachelor,Engineering,2019,73.3,78.3,54400,Manufacturing/Construction,Mechanical Engineer,MATLAB,SolidWorks,Project Management,54,26.9,80,2019
Mexico,Latin America,UNAM,Master,Natural Sciences,2025,76.0,77.2,24300,Research/Academia,Physicist,Experimental Design,Scientific Writing,Laboratory Skills,59,90.0,91,2025
Israel,Middle East & Africa,Technion,PhD,Healthcare & Medicine,2018,94.1,98.5,113800,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Medical Coding,58,7.4,95,2018
Singapore,Asia-Pacific,NTU,Bachelor,Healthcare & Medicine,2018,89.6,90.1,70400,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Patient Care,54,14.2,53,2018
USA,North America,Georgia Tech,PhD,Social Sciences,2017,87.0,89.0,75600,Government/NGO,Sociologist,Data Analysis,Public Policy,Qualitative Research,64,7.3,64,2017
Australia,Asia-Pacific,University of Sydney,PhD,Healthcare & Medicine,2015,94.9,100.0,93400,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Clinical Research,57,5.7,87,2015
USA,North America,UC Berkeley,Master,Data Science & AI,2020,98.1,100.0,102000,Technology/Consulting,AI Consultant,NLP,Machine Learning,Deep Learning,50,30.0,84,2020
India,Asia-Pacific,IIT Delhi,PhD,Engineering,2015,77.9,81.6,29800,Manufacturing/Construction,Robotics Engineer,SolidWorks,Lean Six Sigma,MATLAB,30,9.6,100,2015
Mexico,Latin America,UNAM,Master,Social Sciences,2020,92.2,99.0,24300,Government/NGO,Sociologist,Communication,Qualitative Research,Data Analysis,70,59.7,75,2020
USA,North America,Georgia Tech,Bachelor,Business & Finance,2021,85.2,93.1,74600,Finance/Consulting,Investment Banker,Excel,Data Analysis,Market Research,57,42.8,72,2021
Switzerland,Europe,ETH Zurich,Master,Healthcare & Medicine,2023,95.2,97.4,134800,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Clinical Research,85,63.6,66,2023
China,Asia-Pacific,Tsinghua University,Master,Natural Sciences,2017,94.7,100.0,30100,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Experimental Design,45,14.3,81,2017
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2019,84.2,87.6,22900,Manufacturing/Construction,Civil Engineer,MATLAB,AutoCAD,SolidWorks,53,5.0,50,2019
Netherlands,Europe,TU Delft,PhD,Engineering,2017,91.2,96.3,91200,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,MATLAB,AutoCAD,70,9.2,66,2017
France,Europe,PSL University,Master,Healthcare & Medicine,2025,90.6,95.2,86900,Healthcare,Pharmacist,Diagnostics,Medical Coding,Clinical Research,81,90.0,80,2025
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2017,81.9,85.0,25300,Finance/Consulting,Management Consultant,Excel,Strategic Planning,Data Analysis,40,10.7,67,2017
Singapore,Asia-Pacific,NTU,PhD,Business & Finance,2023,82.9,93.1,122200,Finance/Consulting,Investment Banker,Financial Modeling,Excel,Strategic Planning,52,50.1,74,2023
Switzerland,Europe,ETH Zurich,Bachelor,Data Science & AI,2020,91.6,97.7,97600,Technology/Consulting,NLP Specialist,R,Big Data,Machine Learning,92,24.9,61,2020
USA,North America,Stanford,Master,Engineering,2015,85.1,94.5,77800,Manufacturing/Construction,Mechanical Engineer,Project Management,MATLAB,Lean Six Sigma,59,9.7,56,2015
South Korea,Asia-Pacific,Seoul National University,Master,Engineering,2019,78.3,84.6,52500,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,Lean Six Sigma,60,5.0,63,2019
Canada,North America,McGill University,Bachelor,Engineering,2021,81.8,87.9,65800,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,Project Management,65,66.3,73,2021
Singapore,Asia-Pacific,NUS,PhD,Natural Sciences,2021,78.4,83.9,92900,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Statistical Analysis,37,48.2,66,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Business & Finance,2025,75.4,82.0,69700,Finance/Consulting,Management Consultant,Data Analysis,Market Research,Financial Modeling,72,90.0,74,2025
Mexico,Latin America,UNAM,PhD,Natural Sciences,2022,89.2,94.5,31300,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Experimental Design,49,76.3,75,2022
USA,North America,UC Berkeley,PhD,Natural Sciences,2021,76.7,82.5,96900,Research/Academia,Biologist,Laboratory Skills,Experimental Design,Scientific Writing,60,65.7,64,2021
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2024,87.5,94.3,39400,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Laboratory Skills,69,86.8,69,2024
China,Asia-Pacific,Tsinghua University,Master,Business & Finance,2020,87.1,93.3,47000,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Strategic Planning,58,53.5,40,2020
Singapore,Asia-Pacific,NTU,Bachelor,Healthcare & Medicine,2019,81.5,85.2,83800,Healthcare,Pharmacist,Patient Care,Diagnostics,Medical Coding,57,9.3,85,2019
Canada,North America,McGill University,Master,Social Sciences,2015,82.6,86.4,44400,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Data Analysis,52,9.7,71,2015
Germany,Europe,TU Munich,PhD,Computer Science,2017,90.4,96.0,92500,Technology,Cybersecurity Analyst,React,Java,DevOps,83,7.0,56,2017
Japan,Asia-Pacific,Kyoto University,PhD,Healthcare & Medicine,2018,92.8,99.5,87200,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,46,5.0,62,2018
China,Asia-Pacific,Tsinghua University,PhD,Social Sciences,2025,82.6,86.3,46400,Government/NGO,Sociologist,Public Policy,Qualitative Research,Data Analysis,77,87.1,72,2025
South Korea,Asia-Pacific,KAIST,Bachelor,Engineering,2019,81.0,85.9,45000,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,Lean Six Sigma,63,6.0,90,2019
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2023,86.4,91.8,54600,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,57,76.7,100,2023
Israel,Middle East & Africa,Technion,Master,Data Science & AI,2017,92.9,94.4,81400,Technology/Consulting,NLP Specialist,R,Big Data,Machine Learning,78,5.6,60,2017
Sweden,Europe,Karolinska Institute,Master,Computer Science,2021,94.9,100.0,73300,Technology,Data Scientist,Java,Python,DevOps,82,41.4,93,2021
Japan,Asia-Pacific,Kyoto University,PhD,Natural Sciences,2025,72.2,78.1,74900,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Experimental Design,58,90.0,64,2025
Canada,North America,University of Toronto,Bachelor,Healthcare & Medicine,2019,97.0,99.6,68800,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Patient Care,52,9.6,93,2019
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2020,90.0,96.0,106900,Technology,Cybersecurity Analyst,Cloud Computing,SQL,React,74,41.5,46,2020
Netherlands,Europe,University of Amsterdam,Bachelor,Healthcare & Medicine,2017,83.3,87.6,69400,Healthcare,Medical Doctor,Diagnostics,Patient Care,Medical Coding,53,19.6,50,2017
UAE,Middle East & Africa,Khalifa University,PhD,Data Science & AI,2016,96.8,100.0,110100,Technology/Consulting,AI Consultant,Deep Learning,Big Data,R,62,12.9,59,2016
Japan,Asia-Pacific,Kyoto University,PhD,Business & Finance,2015,78.1,82.9,77200,Finance/Consulting,Management Consultant,Strategic Planning,Market Research,Excel,44,5.1,81,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Natural Sciences,2019,86.0,87.5,55600,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,68,22.5,63,2019
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2018,78.7,80.9,26800,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Excel,52,15.2,57,2018
Germany,Europe,Humboldt University,Master,Healthcare & Medicine,2021,94.2,99.2,84200,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Patient Care,67,52.4,77,2021
Japan,Asia-Pacific,University of Tokyo,PhD,Social Sciences,2025,84.2,87.3,68200,Government/NGO,Economist,Communication,Data Analysis,Qualitative Research,82,83.7,86,2025
Mexico,Latin America,UNAM,Master,Natural Sciences,2022,82.3,86.3,22900,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Experimental Design,53,42.6,54,2022
Canada,North America,McGill University,PhD,Engineering,2025,84.1,91.1,109000,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,MATLAB,65,81.2,48,2025
Mexico,Latin America,UNAM,PhD,Computer Science,2024,99.0,100.0,43700,Technology,Cloud Architect,Java,SQL,Cybersecurity,95,86.4,95,2024
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2024,93.2,97.6,81000,Technology/Consulting,Machine Learning Engineer,Deep Learning,NLP,Data Visualization,74,73.2,69,2024
China,Asia-Pacific,Fudan University,PhD,Natural Sciences,2025,92.6,97.8,56500,Research/Academia,Chemist,Experimental Design,Scientific Writing,Laboratory Skills,81,85.6,65,2025
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2018,76.3,82.3,14100,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Data Analysis,56,14.7,72,2018
USA,North America,Georgia Tech,Master,Business & Finance,2018,92.0,96.8,84600,Finance/Consulting,Financial Analyst,Market Research,Data Analysis,Financial Modeling,67,8.0,80,2018
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2020,84.0,84.3,28900,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Experimental Design,60,52.3,77,2020
USA,North America,UC Berkeley,PhD,Business & Finance,2021,74.4,77.9,123100,Finance/Consulting,Investment Banker,Financial Modeling,Data Analysis,Strategic Planning,66,54.1,88,2021
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2015,83.3,88.3,54800,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Laboratory Skills,40,5.0,76,2015
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2016,78.2,79.9,17700,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Statistical Analysis,58,8.7,78,2016
France,Europe,Ecole Polytechnique,PhD,Data Science & AI,2017,82.3,85.9,100300,Technology/Consulting,AI Consultant,Deep Learning,Data Visualization,NLP,71,17.3,45,2017
Canada,North America,UBC,PhD,Computer Science,2022,93.7,98.5,120100,Technology,AI Researcher,React,DevOps,Java,82,55.6,85,2022
Japan,Asia-Pacific,Kyoto University,Master,Natural Sciences,2022,83.0,87.2,50900,Research/Academia,Physicist,Scientific Writing,Experimental Design,Statistical Analysis,56,85.9,76,2022
Germany,Europe,Humboldt University,Master,Computer Science,2018,96.9,99.1,79700,Technology,AI Researcher,Cloud Computing,Cybersecurity,SQL,93,5.0,58,2018
Singapore,Asia-Pacific,NUS,PhD,Social Sciences,2019,85.9,91.3,77700,Government/NGO,Sociologist,Data Analysis,Communication,Qualitative Research,56,9.9,55,2019
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Healthcare & Medicine,2019,93.6,100.0,54400,Healthcare,Medical Doctor,Diagnostics,Patient Care,Clinical Research,73,6.0,80,2019
Switzerland,Europe,EPFL,Bachelor,Healthcare & Medicine,2015,96.0,100.0,81100,Healthcare,Pharmacist,Medical Coding,Patient Care,Diagnostics,52,8.3,84,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Engineering,2024,79.6,81.9,98000,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,MATLAB,SolidWorks,65,90.0,87,2024
Mexico,Latin America,UNAM,PhD,Business & Finance,2017,77.2,84.7,26600,Finance/Consulting,Investment Banker,Data Analysis,Market Research,Financial Modeling,42,12.5,60,2017
India,Asia-Pacific,IIT Delhi,Bachelor,Engineering,2017,76.1,83.4,27300,Manufacturing/Construction,Civil Engineer,MATLAB,AutoCAD,Lean Six Sigma,55,11.3,40,2017
South Korea,Asia-Pacific,KAIST,PhD,Social Sciences,2015,81.9,87.4,37600,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,38,5.0,78,2015
Canada,North America,UBC,Bachelor,Data Science & AI,2023,89.3,95.9,79800,Technology/Consulting,Machine Learning Engineer,Machine Learning,R,NLP,74,66.4,94,2023
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2017,90.6,100.0,19300,Technology/Consulting,NLP Specialist,NLP,Deep Learning,Big Data,60,14.0,94,2017
UK,Europe,Imperial College London,PhD,Data Science & AI,2016,97.3,100.0,92600,Technology/Consulting,Data Analyst,NLP,Deep Learning,Machine Learning,65,11.9,81,2016
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Engineering,2018,87.8,92.7,32000,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,SolidWorks,Project Management,67,8.3,83,2018
UAE,Middle East & Africa,Khalifa University,PhD,Computer Science,2018,95.2,100.0,99100,Technology,Software Engineer,DevOps,Python,SQL,59,5.0,71,2018
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2018,97.2,100.0,33600,Healthcare,Pharmacist,Diagnostics,Patient Care,Clinical Research,59,5.0,90,2018
Canada,North America,UBC,Bachelor,Healthcare & Medicine,2025,90.7,96.8,88700,Healthcare,Pharmacist,Diagnostics,Clinical Research,Patient Care,72,90.0,68,2025
South Africa,Middle East & Africa,University of Cape Town,PhD,Engineering,2020,87.5,97.2,44700,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,MATLAB,45,39.0,52,2020
Japan,Asia-Pacific,University of Tokyo,Master,Data Science & AI,2025,88.3,90.4,92000,Technology/Consulting,NLP Specialist,Big Data,NLP,R,96,90.0,79,2025
USA,North America,UC Berkeley,Bachelor,Data Science & AI,2023,92.0,99.9,91600,Technology/Consulting,Data Analyst,Data Visualization,NLP,Deep Learning,77,68.9,63,2023
Canada,North America,UBC,Master,Computer Science,2022,89.6,96.8,80400,Technology,Data Scientist,Cloud Computing,React,Cybersecurity,89,66.4,72,2022
UK,Europe,Cambridge,Bachelor,Data Science & AI,2023,86.0,90.4,75100,Technology/Consulting,Machine Learning Engineer,R,NLP,Data Visualization,87,72.8,74,2023
Australia,Asia-Pacific,University of Melbourne,PhD,Social Sciences,2017,81.1,92.4,70700,Government/NGO,Human Resources Specialist,Communication,Public Policy,Data Analysis,63,12.1,66,2017
Germany,Europe,Humboldt University,PhD,Engineering,2020,82.3,87.9,93100,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,MATLAB,41,24.3,60,2020
India,Asia-Pacific,IIT Delhi,Master,Natural Sciences,2019,80.1,88.0,23100,Research/Academia,Biologist,Scientific Writing,Laboratory Skills,Statistical Analysis,43,6.2,92,2019
Singapore,Asia-Pacific,NTU,Master,Data Science & AI,2021,95.7,100.0,102000,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,NLP,75,49.0,65,2021
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2017,79.7,86.5,11900,Government/NGO,Economist,Data Analysis,Qualitative Research,Public Policy,59,13.1,64,2017
Sweden,Europe,Karolinska Institute,Master,Natural Sciences,2020,87.6,91.6,57300,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Scientific Writing,62,41.6,91,2020
Australia,Asia-Pacific,ANU,PhD,Engineering,2018,76.5,79.1,100100,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,SolidWorks,Project Management,61,9.7,63,2018
USA,North America,Stanford,Master,Social Sciences,2022,82.2,87.3,76900,Government/NGO,Human Resources Specialist,Data Analysis,Public Policy,Qualitative Research,71,56.2,93,2022
France,Europe,Ecole Polytechnique,Bachelor,Computer Science,2015,93.3,100.0,45600,Technology,Cloud Architect,React,Cloud Computing,SQL,56,8.3,87,2015
South Korea,Asia-Pacific,KAIST,Bachelor,Business & Finance,2017,79.1,82.7,49400,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Data Analysis,63,15.9,52,2017
Germany,Europe,Humboldt University,Master,Healthcare & Medicine,2018,92.4,98.6,73800,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Diagnostics,53,13.4,59,2018
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2017,90.9,96.0,34200,Technology,AI Researcher,SQL,Python,Cloud Computing,71,5.0,42,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2022,94.5,100.0,19400,Technology/Consulting,AI Consultant,Deep Learning,Data Visualization,R,95,51.8,52,2022
Sweden,Europe,Karolinska Institute,Master,Healthcare & Medicine,2015,94.4,100.0,71200,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,30,5.7,69,2015
Mexico,Latin America,UNAM,PhD,Computer Science,2023,96.8,100.0,42600,Technology,Cybersecurity Analyst,Cloud Computing,Python,Cybersecurity,89,70.8,80,2023
Canada,North America,UBC,Master,Data Science & AI,2024,91.6,96.0,100700,Technology/Consulting,Machine Learning Engineer,R,Machine Learning,Big Data,88,84.8,74,2024
UAE,Middle East & Africa,Khalifa University,PhD,Natural Sciences,2016,89.7,95.2,75100,Research/Academia,Physicist,Experimental Design,Scientific Writing,Laboratory Skills,45,14.4,49,2016
Mexico,Latin America,UNAM,Master,Social Sciences,2017,82.9,89.0,13200,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,41,8.1,60,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2024,84.7,91.1,18200,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Market Research,67,74.5,49,2024
USA,North America,Stanford,Master,Business & Finance,2017,84.2,87.8,91000,Finance/Consulting,Management Consultant,Excel,Strategic Planning,Market Research,61,9.6,65,2017
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2024,89.3,93.6,136500,Technology/Consulting,Data Analyst,Deep Learning,NLP,Big Data,89,75.0,80,2024
India,Asia-Pacific,IIT Bombay,Bachelor,Healthcare & Medicine,2024,86.2,87.9,36300,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Patient Care,47,78.5,60,2024
Japan,Asia-Pacific,University of Tokyo,PhD,Engineering,2018,83.7,85.5,75100,Manufacturing/Construction,Electrical Engineer,MATLAB,Project Management,SolidWorks,37,11.5,72,2018
Germany,Europe,Heidelberg University,Bachelor,Engineering,2022,71.7,77.7,61100,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,Lean Six Sigma,76,62.8,57,2022
Netherlands,Europe,TU Delft,Master,Business & Finance,2021,74.4,81.5,75700,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Data Analysis,62,32.3,65,2021
USA,North America,Georgia Tech,PhD,Social Sciences,2023,81.3,85.8,97100,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,53,75.7,60,2023
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2021,91.1,98.1,23400,Technology/Consulting,AI Consultant,Deep Learning,NLP,Machine Learning,78,67.4,76,2021
Mexico,Latin America,UNAM,Master,Computer Science,2015,90.6,95.5,26400,Technology,Software Engineer,DevOps,SQL,React,67,8.5,77,2015
Japan,Asia-Pacific,Kyoto University,Bachelor,Business & Finance,2025,74.6,77.4,54800,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Market Research,90,90.0,74,2025
Mexico,Latin America,UNAM,Master,Social Sciences,2025,84.4,89.1,18300,Government/NGO,Economist,Communication,Public Policy,Data Analysis,72,80.2,72,2025
Switzerland,Europe,ETH Zurich,Bachelor,Healthcare & Medicine,2017,86.2,92.6,85400,Healthcare,Medical Doctor,Patient Care,Medical Coding,Diagnostics,38,12.8,80,2017
USA,North America,Harvard,Master,Healthcare & Medicine,2021,87.1,91.7,98200,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Clinical Research,64,48.5,76,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Computer Science,2017,88.7,90.3,74500,Technology,AI Researcher,Python,DevOps,Java,82,18.4,75,2017
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2020,90.6,93.4,19500,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Patient Care,66,26.5,65,2020
Brazil,Latin America,University of São Paulo,Master,Computer Science,2023,91.9,96.2,31600,Technology,Data Scientist,DevOps,Cybersecurity,React,87,70.2,55,2023
UK,Europe,Oxford,Master,Engineering,2016,81.0,84.0,65400,Manufacturing/Construction,Robotics Engineer,SolidWorks,AutoCAD,Lean Six Sigma,74,12.4,67,2016
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2024,89.2,93.9,27500,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Scientific Writing,71,70.1,67,2024
India,Asia-Pacific,IIT Delhi,PhD,Healthcare & Medicine,2020,93.9,99.6,37300,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Medical Coding,65,42.4,51,2020
Germany,Europe,Humboldt University,Bachelor,Natural Sciences,2017,77.3,81.7,42400,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Laboratory Skills,64,5.0,64,2017
Mexico,Latin America,UNAM,Bachelor,Engineering,2019,78.5,84.4,25200,Manufacturing/Construction,Robotics Engineer,Project Management,MATLAB,Lean Six Sigma,56,11.3,66,2019
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2020,73.5,77.8,40000,Finance/Consulting,Marketing Manager,Strategic Planning,Financial Modeling,Excel,62,45.3,92,2020
USA,North America,Stanford,Bachelor,Engineering,2025,87.4,91.1,79400,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,Lean Six Sigma,83,90.0,56,2025
China,Asia-Pacific,Fudan University,Master,Business & Finance,2020,81.0,87.2,47400,Finance/Consulting,Financial Analyst,Strategic Planning,Data Analysis,Market Research,57,36.9,90,2020
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2016,87.1,91.7,25600,Finance/Consulting,Financial Analyst,Excel,Market Research,Strategic Planning,68,6.6,60,2016
Japan,Asia-Pacific,Kyoto University,PhD,Business & Finance,2025,80.8,89.0,102800,Finance/Consulting,Management Consultant,Financial Modeling,Excel,Data Analysis,78,88.5,42,2025
Canada,North America,McGill University,PhD,Computer Science,2023,93.5,100.0,113600,Technology,Cybersecurity Analyst,Java,Python,SQL,100,63.2,82,2023
USA,North America,Georgia Tech,PhD,Data Science & AI,2017,98.4,100.0,125200,Technology/Consulting,NLP Specialist,R,NLP,Data Visualization,54,9.2,52,2017
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2023,86.2,91.8,69300,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Scientific Writing,77,73.4,50,2023
Sweden,Europe,Karolinska Institute,PhD,Healthcare & Medicine,2017,93.7,98.3,80800,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Patient Care,44,5.0,58,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2025,93.3,98.7,65600,Technology,Data Scientist,Java,React,Cybersecurity,100,79.6,83,2025
Switzerland,Europe,EPFL,Bachelor,Data Science & AI,2015,93.5,97.6,86000,Technology/Consulting,NLP Specialist,Data Visualization,R,NLP,80,11.5,59,2015
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2019,78.8,84.8,15700,Government/NGO,Sociologist,Public Policy,Data Analysis,Qualitative Research,46,9.9,75,2019
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Natural Sciences,2021,86.7,93.3,50100,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Experimental Design,61,52.2,74,2021
Netherlands,Europe,TU Delft,PhD,Business & Finance,2021,73.9,78.3,98700,Finance/Consulting,Management Consultant,Market Research,Strategic Planning,Financial Modeling,47,62.8,69,2021
USA,North America,Harvard,Bachelor,Business & Finance,2016,84.5,90.3,64200,Finance/Consulting,Marketing Manager,Market Research,Strategic Planning,Financial Modeling,40,9.6,64,2016
Sweden,Europe,Karolinska Institute,Master,Computer Science,2025,87.8,92.4,80000,Technology,Cloud Architect,Python,Cybersecurity,Cloud Computing,88,75.2,87,2025
Canada,North America,University of Toronto,PhD,Business & Finance,2019,83.2,89.0,96300,Finance/Consulting,Investment Banker,Financial Modeling,Data Analysis,Market Research,50,12.3,64,2019
Japan,Asia-Pacific,University of Tokyo,Master,Natural Sciences,2019,84.1,92.1,47000,Research/Academia,Environmental Scientist,Laboratory Skills,Scientific Writing,Statistical Analysis,65,14.6,62,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Engineering,2023,88.7,97.8,63900,Manufacturing/Construction,Electrical Engineer,AutoCAD,Lean Six Sigma,MATLAB,81,66.6,52,2023
Sweden,Europe,Karolinska Institute,PhD,Business & Finance,2021,74.6,79.4,91300,Finance/Consulting,Management Consultant,Financial Modeling,Market Research,Strategic Planning,78,48.6,74,2021
Singapore,Asia-Pacific,NTU,Master,Social Sciences,2019,79.2,88.3,69400,Government/NGO,Policy Analyst,Communication,Public Policy,Data Analysis,77,9.3,61,2019
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2021,88.3,90.9,32200,Healthcare,Pharmacist,Medical Coding,Clinical Research,Patient Care,74,62.2,72,2021
Israel,Middle East & Africa,Technion,PhD,Computer Science,2024,86.9,92.1,117700,Technology,Cloud Architect,SQL,React,Python,83,76.6,85,2024
USA,North America,Stanford,Master,Healthcare & Medicine,2025,98.1,100.0,119200,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Clinical Research,66,90.0,76,2025
Mexico,Latin America,UNAM,Master,Natural Sciences,2025,83.4,92.0,34000,Research/Academia,Chemist,Experimental Design,Scientific Writing,Laboratory Skills,75,90.0,65,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Data Science & AI,2016,97.6,100.0,88400,Technology/Consulting,NLP Specialist,R,Data Visualization,Machine Learning,79,9.6,90,2016
Japan,Asia-Pacific,Kyoto University,Master,Engineering,2019,74.1,80.5,48600,Manufacturing/Construction,Robotics Engineer,SolidWorks,AutoCAD,Project Management,58,13.0,70,2019
India,Asia-Pacific,IIT Bombay,PhD,Natural Sciences,2023,78.9,85.1,34600,Research/Academia,Biologist,Scientific Writing,Experimental Design,Statistical Analysis,75,82.2,100,2023
Netherlands,Europe,TU Delft,Master,Data Science & AI,2024,92.6,94.6,94500,Technology/Consulting,AI Consultant,Big Data,Deep Learning,R,82,78.1,85,2024
USA,North America,UC Berkeley,Master,Healthcare & Medicine,2022,95.2,100.0,102600,Healthcare,Public Health Specialist,Patient Care,Diagnostics,Clinical Research,62,62.5,64,2022
Mexico,Latin America,UNAM,Master,Data Science & AI,2017,82.7,87.2,26300,Technology/Consulting,Machine Learning Engineer,Deep Learning,R,Machine Learning,69,7.4,76,2017
Switzerland,Europe,EPFL,PhD,Social Sciences,2025,84.2,91.2,123900,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,75,87.0,63,2025
UAE,Middle East & Africa,Khalifa University,Bachelor,Computer Science,2024,92.9,100.0,74800,Technology,Data Scientist,React,DevOps,Cloud Computing,99,74.6,68,2024
Australia,Asia-Pacific,University of Sydney,Master,Engineering,2021,86.6,93.5,84600,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,SolidWorks,61,37.5,55,2021
India,Asia-Pacific,IIT Delhi,Bachelor,Engineering,2023,81.7,84.5,24400,Manufacturing/Construction,Robotics Engineer,Project Management,MATLAB,AutoCAD,66,76.3,52,2023
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Engineering,2022,78.1,85.6,65100,Manufacturing/Construction,Electrical Engineer,Project Management,Lean Six Sigma,AutoCAD,58,49.7,63,2022
UK,Europe,LSE,Master,Business & Finance,2023,79.3,83.9,79600,Finance/Consulting,Financial Analyst,Market Research,Strategic Planning,Data Analysis,69,68.3,69,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Data Science & AI,2020,95.0,99.8,110800,Technology/Consulting,AI Consultant,R,Data Visualization,NLP,96,30.6,42,2020
France,Europe,Ecole Polytechnique,Bachelor,Social Sciences,2017,81.7,84.7,40300,Government/NGO,Economist,Communication,Data Analysis,Public Policy,38,17.7,91,2017
Canada,North America,UBC,Master,Computer Science,2024,89.0,97.3,79100,Technology,Cloud Architect,Java,React,Cloud Computing,83,75.1,65,2024
Netherlands,Europe,University of Amsterdam,PhD,Natural Sciences,2015,74.5,81.6,61300,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Statistical Analysis,31,11.2,83,2015
Israel,Middle East & Africa,Technion,Bachelor,Computer Science,2023,85.4,92.8,68000,Technology,AI Researcher,DevOps,Cybersecurity,Python,91,63.8,88,2023
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2020,81.3,84.5,19600,Government/NGO,Sociologist,Public Policy,Communication,Qualitative Research,55,42.9,67,2020
Canada,North America,McGill University,PhD,Natural Sciences,2017,75.4,77.4,80100,Research/Academia,Biologist,Experimental Design,Laboratory Skills,Statistical Analysis,55,7.5,60,2017
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2023,90.1,95.0,26000,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Patient Care,72,70.7,68,2023
UAE,Middle East & Africa,Khalifa University,PhD,Computer Science,2016,86.4,92.5,98300,Technology,Cybersecurity Analyst,Cybersecurity,Python,SQL,55,5.8,51,2016
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Healthcare & Medicine,2017,89.7,94.6,62300,Healthcare,Medical Doctor,Patient Care,Clinical Research,Diagnostics,42,8.5,58,2017
China,Asia-Pacific,Tsinghua University,Master,Healthcare & Medicine,2025,86.3,94.0,59700,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,53,81.9,95,2025
France,Europe,PSL University,Bachelor,Data Science & AI,2020,83.4,88.9,60000,Technology/Consulting,NLP Specialist,Deep Learning,Data Visualization,R,75,31.6,53,2020
USA,North America,Harvard,Master,Engineering,2018,80.0,81.1,96500,Manufacturing/Construction,Robotics Engineer,MATLAB,AutoCAD,Project Management,70,13.1,58,2018
Canada,North America,University of Toronto,PhD,Computer Science,2023,96.4,100.0,109000,Technology,Software Engineer,Python,React,Cloud Computing,66,87.9,63,2023
UK,Europe,Oxford,Bachelor,Data Science & AI,2021,96.4,99.4,75800,Technology/Consulting,Machine Learning Engineer,R,Machine Learning,NLP,92,43.5,41,2021
Germany,Europe,Humboldt University,PhD,Business & Finance,2017,85.0,89.1,89100,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Data Analysis,50,15.7,71,2017
Switzerland,Europe,EPFL,PhD,Engineering,2022,86.5,91.9,138600,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,SolidWorks,38,64.3,75,2022
UAE,Middle East & Africa,Khalifa University,Master,Data Science & AI,2016,95.7,99.4,78300,Technology/Consulting,Machine Learning Engineer,R,Deep Learning,Big Data,75,5.0,76,2016
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2022,88.0,91.5,59000,Technology/Consulting,NLP Specialist,NLP,Big Data,Data Visualization,76,61.3,54,2022
USA,North America,Harvard,Bachelor,Data Science & AI,2017,94.2,100.0,78000,Technology/Consulting,NLP Specialist,Deep Learning,Data Visualization,NLP,56,15.0,84,2017
Canada,North America,University of Toronto,Master,Natural Sciences,2025,83.1,88.6,78800,Research/Academia,Biologist,Laboratory Skills,Scientific Writing,Experimental Design,80,90.0,55,2025
Israel,Middle East & Africa,Technion,Master,Data Science & AI,2017,90.8,95.6,90700,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,R,58,8.6,55,2017
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2015,74.5,78.6,16700,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Strategic Planning,45,10.5,45,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Natural Sciences,2019,83.1,86.5,58900,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Experimental Design,68,11.1,79,2019
Canada,North America,UBC,PhD,Healthcare & Medicine,2023,91.5,95.3,125500,Healthcare,Medical Doctor,Patient Care,Medical Coding,Diagnostics,74,75.1,67,2023
UAE,Middle East & Africa,Khalifa University,Master,Business & Finance,2018,80.2,85.3,80400,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Market Research,56,5.3,71,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Social Sciences,2015,85.2,90.3,63100,Government/NGO,Economist,Qualitative Research,Public Policy,Data Analysis,48,11.7,81,2015
Sweden,Europe,Karolinska Institute,Bachelor,Social Sciences,2018,78.3,84.0,43900,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Communication,60,5.0,72,2018
Brazil,Latin America,University of São Paulo,Master,Computer Science,2018,93.7,100.0,20700,Technology,Cybersecurity Analyst,React,Cloud Computing,Java,83,8.0,74,2018
France,Europe,Ecole Polytechnique,Bachelor,Engineering,2017,87.1,92.0,55300,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,MATLAB,55,15.6,47,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2019,86.7,93.6,11500,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,61,5.0,69,2019
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2022,81.7,85.0,16300,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Laboratory Skills,53,39.4,88,2022
Canada,North America,University of Toronto,PhD,Social Sciences,2018,83.8,88.8,67500,Government/NGO,Policy Analyst,Public Policy,Communication,Data Analysis,45,5.0,54,2018
Netherlands,Europe,TU Delft,Bachelor,Healthcare & Medicine,2020,91.8,95.2,60100,Healthcare,Pharmacist,Patient Care,Medical Coding,Diagnostics,77,50.3,82,2020
Australia,Asia-Pacific,University of Sydney,Master,Natural Sciences,2024,88.8,93.4,76100,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Experimental Design,67,81.7,80,2024
UK,Europe,LSE,Bachelor,Engineering,2023,77.6,81.6,64500,Manufacturing/Construction,Mechanical Engineer,AutoCAD,SolidWorks,Project Management,72,77.2,64,2023
USA,North America,MIT,Master,Engineering,2016,80.2,86.5,70000,Manufacturing/Construction,Electrical Engineer,AutoCAD,Project Management,SolidWorks,70,5.0,63,2016
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2015,98.0,100.0,19500,Healthcare,Medical Doctor,Patient Care,Clinical Research,Diagnostics,40,12.8,63,2015
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2019,76.8,85.3,56400,Research/Academia,Chemist,Statistical Analysis,Experimental Design,Scientific Writing,61,10.5,66,2019
Canada,North America,McGill University,Bachelor,Data Science & AI,2023,91.4,97.0,78400,Technology/Consulting,Data Analyst,Machine Learning,Deep Learning,Big Data,87,78.7,70,2023
Singapore,Asia-Pacific,NTU,Bachelor,Natural Sciences,2022,76.9,78.0,56200,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Statistical Analysis,84,68.6,57,2022
Switzerland,Europe,EPFL,Bachelor,Computer Science,2025,86.8,94.9,105000,Technology,Cloud Architect,Python,DevOps,Cybersecurity,75,90.0,68,2025
USA,North America,Harvard,Master,Computer Science,2017,90.7,92.2,91700,Technology,Software Engineer,Python,React,Java,71,5.1,71,2017
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2024,72.6,76.0,37000,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Scientific Writing,62,76.2,81,2024
Canada,North America,UBC,PhD,Business & Finance,2019,85.1,88.8,95900,Finance/Consulting,Financial Analyst,Market Research,Data Analysis,Strategic Planning,60,13.9,59,2019
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2022,81.5,88.6,21900,Government/NGO,Sociologist,Data Analysis,Public Policy,Qualitative Research,61,63.8,69,2022
Germany,Europe,Heidelberg University,PhD,Social Sciences,2017,84.3,90.4,67000,Government/NGO,Sociologist,Data Analysis,Qualitative Research,Public Policy,41,17.2,42,2017
Canada,North America,McGill University,Bachelor,Computer Science,2022,89.5,95.4,65600,Technology,Data Scientist,DevOps,React,Cybersecurity,99,41.4,62,2022
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2021,80.2,85.7,15800,Finance/Consulting,Marketing Manager,Data Analysis,Market Research,Excel,77,51.2,85,2021
Mexico,Latin America,UNAM,Master,Data Science & AI,2020,89.1,91.3,34000,Technology/Consulting,Data Analyst,NLP,Data Visualization,Deep Learning,82,25.1,89,2020
Germany,Europe,Humboldt University,Bachelor,Healthcare & Medicine,2018,96.0,100.0,63000,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Diagnostics,58,11.0,69,2018
India,Asia-Pacific,IIT Delhi,Bachelor,Business & Finance,2016,82.0,85.1,17400,Finance/Consulting,Marketing Manager,Market Research,Data Analysis,Strategic Planning,39,16.2,80,2016
USA,North America,Stanford,Master,Healthcare & Medicine,2017,99.0,100.0,91500,Healthcare,Biomedical Researcher,Diagnostics,Medical Coding,Patient Care,67,10.9,54,2017
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2025,96.2,100.0,49700,Healthcare,Pharmacist,Patient Care,Diagnostics,Clinical Research,77,86.0,82,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2022,86.2,93.1,70500,Technology/Consulting,AI Consultant,Deep Learning,NLP,Data Visualization,81,62.1,49,2022
UAE,Middle East & Africa,Khalifa University,Bachelor,Computer Science,2015,96.0,100.0,65300,Technology,Software Engineer,Python,SQL,Cloud Computing,65,15.1,99,2015
Japan,Asia-Pacific,University of Tokyo,PhD,Engineering,2018,93.9,97.0,78800,Manufacturing/Construction,Electrical Engineer,MATLAB,AutoCAD,Project Management,47,5.0,76,2018
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Social Sciences,2017,80.5,87.1,56700,Government/NGO,Economist,Communication,Qualitative Research,Public Policy,66,5.0,61,2017
Germany,Europe,Heidelberg University,Bachelor,Healthcare & Medicine,2024,87.7,91.1,80300,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Patient Care,78,67.1,65,2024
UK,Europe,Cambridge,Master,Computer Science,2015,88.4,94.9,67600,Technology,Cybersecurity Analyst,Java,DevOps,React,64,17.0,68,2015
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2020,86.7,90.5,33700,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,39,43.6,71,2020
Canada,North America,UBC,PhD,Data Science & AI,2020,91.9,96.0,115500,Technology/Consulting,Data Analyst,Machine Learning,R,NLP,100,25.3,81,2020
Switzerland,Europe,EPFL,PhD,Business & Finance,2017,81.3,85.7,126000,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Excel,45,12.9,90,2017
Singapore,Asia-Pacific,NUS,Master,Healthcare & Medicine,2022,91.8,94.8,102800,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Patient Care,69,81.6,64,2022
Japan,Asia-Pacific,University of Tokyo,PhD,Data Science & AI,2023,90.2,94.2,99600,Technology/Consulting,Data Analyst,Machine Learning,Data Visualization,R,58,74.1,57,2023
USA,North America,Harvard,Master,Business & Finance,2021,85.0,87.9,86400,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Strategic Planning,58,64.7,48,2021
Canada,North America,UBC,Bachelor,Engineering,2024,81.3,88.6,59400,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,Project Management,52,84.1,78,2024
Netherlands,Europe,University of Amsterdam,Master,Computer Science,2025,95.2,100.0,78400,Technology,AI Researcher,Cloud Computing,React,DevOps,86,90.0,87,2025
Australia,Asia-Pacific,University of Sydney,Master,Social Sciences,2020,79.0,82.0,61500,Government/NGO,Economist,Qualitative Research,Data Analysis,Communication,59,45.7,65,2020
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2025,86.3,91.7,14500,Finance/Consulting,Investment Banker,Financial Modeling,Excel,Data Analysis,66,90.0,92,2025
USA,North America,MIT,Bachelor,Computer Science,2017,92.2,94.3,56000,Technology,Cloud Architect,Cloud Computing,Python,Java,78,10.6,79,2017
UK,Europe,Oxford,Bachelor,Social Sciences,2015,70.6,74.7,34900,Government/NGO,Economist,Communication,Data Analysis,Public Policy,54,15.1,52,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2024,89.8,95.5,129100,Technology,Data Scientist,Python,SQL,Java,82,81.8,83,2024
USA,North America,MIT,PhD,Computer Science,2015,89.6,95.0,99500,Technology,Data Scientist,DevOps,React,Java,94,5.7,100,2015
USA,North America,UC Berkeley,Master,Social Sciences,2023,80.8,85.2,84000,Government/NGO,Human Resources Specialist,Qualitative Research,Data Analysis,Public Policy,59,69.3,48,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2025,88.7,92.5,58500,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Data Analysis,67,73.0,75,2025
USA,North America,Stanford,Master,Engineering,2023,81.6,86.1,97100,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,Project Management,MATLAB,63,75.0,69,2023
USA,North America,Stanford,Master,Natural Sciences,2018,82.3,89.6,72900,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Scientific Writing,62,11.0,92,2018
South Africa,Middle East & Africa,University of Cape Town,Master,Data Science & AI,2020,97.8,100.0,43500,Technology/Consulting,AI Consultant,NLP,Deep Learning,Machine Learning,61,53.0,72,2020
India,Asia-Pacific,IIT Bombay,Bachelor,Computer Science,2022,91.4,95.7,24100,Technology,Cloud Architect,Cloud Computing,React,Python,86,54.1,89,2022
Brazil,Latin America,University of São Paulo,Bachelor,Social Sciences,2025,78.1,81.2,21400,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,72,90.0,75,2025
South Africa,Middle East & Africa,University of Cape Town,Master,Data Science & AI,2022,83.2,89.5,38800,Technology/Consulting,NLP Specialist,R,Data Visualization,NLP,98,49.7,93,2022
Australia,Asia-Pacific,ANU,Bachelor,Engineering,2024,80.0,84.2,72500,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,MATLAB,54,89.9,58,2024
Mexico,Latin America,UNAM,Master,Natural Sciences,2021,86.2,87.4,19500,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Scientific Writing,46,49.8,74,2021
Sweden,Europe,Karolinska Institute,Master,Computer Science,2017,89.7,99.8,72400,Technology,Data Scientist,SQL,Cloud Computing,DevOps,71,8.8,58,2017
Mexico,Latin America,UNAM,Master,Natural Sciences,2025,84.3,91.7,27000,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Scientific Writing,55,87.5,76,2025
USA,North America,UC Berkeley,Master,Engineering,2019,81.3,87.4,88100,Manufacturing/Construction,Robotics Engineer,MATLAB,Project Management,AutoCAD,49,17.8,84,2019
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2018,87.6,90.5,37000,Technology/Consulting,NLP Specialist,Deep Learning,Data Visualization,Big Data,82,5.0,65,2018
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2020,92.7,98.2,45100,Technology,Cybersecurity Analyst,Python,SQL,Cloud Computing,69,45.9,60,2020
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2022,91.2,96.4,32200,Healthcare,Medical Doctor,Patient Care,Diagnostics,Medical Coding,64,52.5,65,2022
Singapore,Asia-Pacific,NUS,Master,Social Sciences,2019,74.4,78.4,62500,Government/NGO,Economist,Data Analysis,Communication,Public Policy,61,5.0,87,2019
South Africa,Middle East & Africa,University of Cape Town,PhD,Data Science & AI,2017,86.8,94.5,54900,Technology/Consulting,Machine Learning Engineer,R,Big Data,Data Visualization,72,12.1,62,2017
Canada,North America,McGill University,Master,Engineering,2018,83.3,86.7,74900,Manufacturing/Construction,Robotics Engineer,MATLAB,Project Management,SolidWorks,44,5.0,72,2018
Australia,Asia-Pacific,University of Sydney,PhD,Natural Sciences,2020,86.3,91.0,90100,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Experimental Design,48,33.2,87,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2022,92.0,94.8,76800,Healthcare,Pharmacist,Clinical Research,Patient Care,Diagnostics,67,55.4,85,2022
Switzerland,Europe,EPFL,Bachelor,Healthcare & Medicine,2022,87.5,92.3,105300,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Patient Care,58,45.8,57,2022
Mexico,Latin America,UNAM,Master,Social Sciences,2017,82.9,88.2,19600,Government/NGO,Economist,Communication,Public Policy,Qualitative Research,50,14.7,70,2017
Sweden,Europe,KTH Royal Institute of Technology,Master,Data Science & AI,2024,82.4,82.4,96800,Technology/Consulting,AI Consultant,Data Visualization,Big Data,Deep Learning,90,65.8,66,2024
South Korea,Asia-Pacific,KAIST,PhD,Healthcare & Medicine,2018,99.0,100.0,76600,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,57,14.2,75,2018
USA,North America,Georgia Tech,PhD,Data Science & AI,2018,98.4,100.0,122700,Technology/Consulting,AI Consultant,Data Visualization,NLP,Machine Learning,79,5.0,73,2018
India,Asia-Pacific,IIT Bombay,Master,Computer Science,2015,99.0,100.0,25700,Technology,Software Engineer,React,SQL,DevOps,63,14.1,75,2015
South Korea,Asia-Pacific,Seoul National University,Master,Social Sciences,2021,76.5,80.3,46300,Government/NGO,Sociologist,Qualitative Research,Communication,Data Analysis,74,49.5,75,2021
Canada,North America,McGill University,Master,Engineering,2024,75.3,82.2,83300,Manufacturing/Construction,Civil Engineer,SolidWorks,MATLAB,AutoCAD,73,90.0,54,2024
China,Asia-Pacific,Tsinghua University,Bachelor,Natural Sciences,2020,73.4,78.8,34400,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Laboratory Skills,69,19.3,66,2020
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2025,79.5,85.3,31200,Finance/Consulting,Management Consultant,Excel,Data Analysis,Financial Modeling,81,88.7,73,2025
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2024,91.3,94.1,95900,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Diagnostics,79,83.0,75,2024
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2016,77.7,82.4,17800,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,MATLAB,36,5.0,60,2016
Canada,North America,McGill University,Master,Computer Science,2021,88.0,90.9,86300,Technology,Cybersecurity Analyst,Cloud Computing,Python,DevOps,73,45.4,64,2021
UAE,Middle East & Africa,Khalifa University,PhD,Natural Sciences,2021,88.3,95.3,95700,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Laboratory Skills,73,40.0,51,2021
Brazil,Latin America,University of São Paulo,Master,Engineering,2018,87.9,91.8,23400,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,SolidWorks,43,7.8,66,2018
Brazil,Latin America,University of São Paulo,Bachelor,Natural Sciences,2018,81.3,84.6,21300,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Experimental Design,62,6.8,67,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2019,86.8,90.7,22800,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Patient Care,63,5.7,64,2019
USA,North America,Georgia Tech,Bachelor,Engineering,2018,90.3,96.5,68900,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,AutoCAD,60,12.7,53,2018
Canada,North America,UBC,Bachelor,Business & Finance,2018,79.9,85.5,59300,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Excel,57,11.9,65,2018
Australia,Asia-Pacific,University of Sydney,PhD,Business & Finance,2017,76.9,81.2,96900,Finance/Consulting,Financial Analyst,Strategic Planning,Excel,Market Research,67,11.6,69,2017
Japan,Asia-Pacific,Kyoto University,Bachelor,Social Sciences,2019,73.2,76.0,46300,Government/NGO,Human Resources Specialist,Data Analysis,Public Policy,Qualitative Research,75,10.2,66,2019
Germany,Europe,TU Munich,Bachelor,Business & Finance,2016,82.2,88.3,49400,Finance/Consulting,Management Consultant,Strategic Planning,Market Research,Excel,41,9.3,64,2016
Switzerland,Europe,EPFL,Master,Business & Finance,2015,75.7,83.2,96200,Finance/Consulting,Investment Banker,Strategic Planning,Excel,Financial Modeling,59,8.2,66,2015
China,Asia-Pacific,Tsinghua University,Bachelor,Natural Sciences,2020,76.1,80.2,29600,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Scientific Writing,57,56.1,84,2020
Mexico,Latin America,UNAM,Master,Business & Finance,2023,83.1,85.9,34700,Finance/Consulting,Financial Analyst,Market Research,Excel,Data Analysis,65,79.7,51,2023
USA,North America,MIT,Bachelor,Healthcare & Medicine,2015,99.0,100.0,71900,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Diagnostics,64,11.1,84,2015
Mexico,Latin America,UNAM,Bachelor,Computer Science,2020,94.0,100.0,19400,Technology,Cybersecurity Analyst,Java,React,SQL,82,53.2,61,2020
China,Asia-Pacific,Peking University,Master,Social Sciences,2015,81.7,84.7,28300,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,52,5.0,85,2015
France,Europe,Ecole Polytechnique,Bachelor,Computer Science,2025,87.4,90.7,66800,Technology,Cybersecurity Analyst,React,SQL,Python,87,90.0,78,2025
UK,Europe,Oxford,Bachelor,Social Sciences,2018,75.8,82.1,37300,Government/NGO,Sociologist,Data Analysis,Communication,Qualitative Research,48,10.3,71,2018
Canada,North America,University of Toronto,PhD,Social Sciences,2017,87.3,89.8,69000,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Data Analysis,34,7.2,97,2017
USA,North America,UC Berkeley,Master,Natural Sciences,2022,90.4,95.0,90400,Research/Academia,Physicist,Experimental Design,Laboratory Skills,Scientific Writing,46,36.6,60,2022
Canada,North America,UBC,Master,Social Sciences,2022,87.8,94.5,60100,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Public Policy,66,51.1,55,2022
Germany,Europe,Humboldt University,Master,Natural Sciences,2015,84.7,90.5,56800,Research/Academia,Environmental Scientist,Laboratory Skills,Scientific Writing,Statistical Analysis,39,13.3,76,2015
Sweden,Europe,KTH Royal Institute of Technology,Master,Data Science & AI,2016,87.3,93.7,68300,Technology/Consulting,NLP Specialist,Big Data,R,Data Visualization,69,17.9,77,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Data Science & AI,2023,92.9,98.1,106300,Technology/Consulting,AI Consultant,Big Data,Deep Learning,R,78,60.9,80,2023
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2020,84.3,92.3,36300,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Market Research,54,56.7,56,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2024,82.5,86.6,91800,Technology,AI Researcher,Cloud Computing,Java,SQL,82,85.3,73,2024
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2023,88.0,92.3,21200,Technology/Consulting,Data Analyst,NLP,Deep Learning,R,68,60.2,58,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Business & Finance,2016,84.0,90.3,85300,Finance/Consulting,Investment Banker,Data Analysis,Financial Modeling,Excel,37,16.0,89,2016
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2025,87.7,93.7,88200,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,76,83.2,65,2025
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2020,83.6,90.9,30900,Research/Academia,Chemist,Experimental Design,Scientific Writing,Statistical Analysis,52,50.0,58,2020
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2016,87.1,93.9,30200,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Experimental Design,60,5.0,63,2016
Sweden,Europe,KTH Royal Institute of Technology,PhD,Natural Sciences,2016,83.2,86.1,73000,Research/Academia,Biologist,Experimental Design,Laboratory Skills,Scientific Writing,56,6.4,96,2016
Netherlands,Europe,University of Amsterdam,Bachelor,Healthcare & Medicine,2025,93.0,100.0,81600,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Medical Coding,70,90.0,92,2025
Canada,North America,University of Toronto,Bachelor,Engineering,2025,78.7,80.3,70300,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,Project Management,69,90.0,84,2025
Canada,North America,McGill University,PhD,Business & Finance,2015,80.3,81.3,88500,Finance/Consulting,Marketing Manager,Market Research,Excel,Strategic Planning,45,8.5,65,2015
India,Asia-Pacific,IIT Delhi,Master,Healthcare & Medicine,2024,99.0,100.0,36700,Healthcare,Pharmacist,Diagnostics,Medical Coding,Clinical Research,65,77.4,71,2024
Canada,North America,McGill University,Master,Computer Science,2019,91.9,97.8,74800,Technology,Cloud Architect,React,DevOps,SQL,80,12.3,76,2019
Canada,North America,UBC,PhD,Healthcare & Medicine,2020,96.2,99.8,99500,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Patient Care,49,29.0,76,2020
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2016,82.8,88.8,29900,Healthcare,Pharmacist,Clinical Research,Diagnostics,Medical Coding,37,10.7,73,2016
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2022,98.9,100.0,25600,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,63,57.2,76,2022
Switzerland,Europe,EPFL,Bachelor,Computer Science,2025,88.2,92.4,107500,Technology,Cloud Architect,Java,Cybersecurity,Python,78,90.0,76,2025
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2024,89.7,93.4,45400,Technology/Consulting,AI Consultant,Data Visualization,Big Data,Machine Learning,77,83.6,54,2024
UAE,Middle East & Africa,Khalifa University,Bachelor,Business & Finance,2019,73.5,79.0,69800,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Market Research,73,13.0,72,2019
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2022,73.1,79.6,21200,Manufacturing/Construction,Robotics Engineer,SolidWorks,Project Management,AutoCAD,79,55.6,52,2022
Netherlands,Europe,TU Delft,Master,Engineering,2018,76.3,81.1,53800,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,AutoCAD,71,13.4,74,2018
USA,North America,Stanford,Bachelor,Engineering,2024,77.1,84.9,76900,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,Project Management,70,59.0,59,2024
Singapore,Asia-Pacific,NTU,Bachelor,Social Sciences,2023,77.3,83.4,52000,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,64,69.2,89,2023
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2021,99.0,100.0,32400,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Medical Coding,62,47.2,71,2021
South Korea,Asia-Pacific,KAIST,PhD,Engineering,2017,85.2,88.7,69000,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Lean Six Sigma,SolidWorks,42,22.5,62,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2023,73.2,77.7,59000,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Qualitative Research,64,74.7,40,2023
USA,North America,Georgia Tech,Master,Computer Science,2023,85.5,91.1,105300,Technology,Data Scientist,Python,Java,React,75,61.4,65,2023
India,Asia-Pacific,IISc Bangalore,PhD,Business & Finance,2015,80.6,83.2,25100,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Market Research,31,15.1,50,2015
Canada,North America,UBC,PhD,Computer Science,2019,96.8,100.0,100100,Technology,Data Scientist,SQL,Java,Cloud Computing,69,11.1,86,2019
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2022,82.2,83.8,37700,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Financial Modeling,60,60.3,57,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2017,73.0,78.1,10100,Government/NGO,Policy Analyst,Qualitative Research,Public Policy,Data Analysis,64,5.0,60,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2021,89.1,91.1,77400,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Statistical Analysis,60,52.8,68,2021
Canada,North America,University of Toronto,Master,Natural Sciences,2021,83.8,91.8,53900,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Statistical Analysis,63,39.7,62,2021
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2022,87.5,93.8,38600,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,SolidWorks,MATLAB,67,53.4,66,2022
Switzerland,Europe,EPFL,Master,Natural Sciences,2016,84.0,92.0,80300,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Laboratory Skills,63,5.0,73,2016
USA,North America,Stanford,PhD,Computer Science,2020,96.1,99.8,126100,Technology,Cybersecurity Analyst,Cloud Computing,DevOps,SQL,100,27.2,53,2020
Japan,Asia-Pacific,Kyoto University,Master,Natural Sciences,2022,91.8,95.2,57400,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Laboratory Skills,61,70.8,69,2022
China,Asia-Pacific,Fudan University,Master,Data Science & AI,2023,94.1,99.6,54900,Technology/Consulting,AI Consultant,Big Data,NLP,Machine Learning,96,82.9,74,2023
Japan,Asia-Pacific,Kyoto University,PhD,Healthcare & Medicine,2018,94.1,100.0,85600,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Clinical Research,56,10.0,87,2018
Japan,Asia-Pacific,University of Tokyo,Master,Healthcare & Medicine,2025,83.7,88.7,88400,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,63,86.9,76,2025
Switzerland,Europe,ETH Zurich,PhD,Data Science & AI,2018,92.4,93.6,153400,Technology/Consulting,Data Analyst,NLP,R,Big Data,66,14.5,40,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2019,82.6,90.2,19100,Government/NGO,Economist,Qualitative Research,Public Policy,Data Analysis,56,5.0,76,2019
Mexico,Latin America,UNAM,Master,Business & Finance,2019,85.9,89.5,33100,Finance/Consulting,Management Consultant,Market Research,Data Analysis,Excel,58,7.3,57,2019
France,Europe,PSL University,Master,Computer Science,2021,85.3,88.5,78700,Technology,Software Engineer,SQL,Cybersecurity,DevOps,70,35.1,72,2021
USA,North America,Harvard,Master,Business & Finance,2023,80.3,82.3,106000,Finance/Consulting,Marketing Manager,Market Research,Excel,Data Analysis,74,86.9,60,2023
France,Europe,PSL University,Master,Social Sciences,2022,83.8,92.1,51500,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Communication,58,46.7,79,2022
China,Asia-Pacific,Tsinghua University,Bachelor,Computer Science,2020,90.0,93.9,42300,Technology,Software Engineer,SQL,Python,React,89,45.3,58,2020
China,Asia-Pacific,Fudan University,PhD,Data Science & AI,2017,86.2,92.6,60900,Technology/Consulting,Machine Learning Engineer,Machine Learning,Data Visualization,Deep Learning,71,7.8,69,2017
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2024,94.5,100.0,79500,Technology/Consulting,NLP Specialist,NLP,R,Big Data,86,87.6,76,2024
Germany,Europe,TU Munich,PhD,Healthcare & Medicine,2024,92.4,97.1,119900,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Patient Care,73,76.3,64,2024
UK,Europe,Imperial College London,Bachelor,Engineering,2021,84.7,88.2,67600,Manufacturing/Construction,Mechanical Engineer,Project Management,AutoCAD,SolidWorks,67,51.2,75,2021
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Computer Science,2018,95.9,100.0,29500,Technology,Data Scientist,SQL,DevOps,Java,75,15.2,73,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2019,81.6,86.4,17600,Manufacturing/Construction,Electrical Engineer,AutoCAD,Lean Six Sigma,SolidWorks,58,7.1,58,2019
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2018,74.3,77.5,15700,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,Project Management,54,10.5,65,2018
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2021,90.9,98.0,23200,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Statistical Analysis,66,69.1,55,2021
Mexico,Latin America,UNAM,Master,Computer Science,2022,86.4,91.9,39900,Technology,Cybersecurity Analyst,Cybersecurity,SQL,DevOps,71,60.1,75,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Social Sciences,2016,83.6,88.8,35300,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,46,7.2,82,2016
France,Europe,Ecole Polytechnique,Master,Data Science & AI,2018,95.8,100.0,70000,Technology/Consulting,NLP Specialist,NLP,R,Deep Learning,59,15.7,100,2018
Israel,Middle East & Africa,Technion,PhD,Healthcare & Medicine,2018,96.0,100.0,109400,Healthcare,Pharmacist,Clinical Research,Patient Care,Diagnostics,53,10.9,50,2018
South Africa,Middle East & Africa,University of Cape Town,Master,Computer Science,2022,93.7,99.8,41300,Technology,Cybersecurity Analyst,DevOps,React,SQL,94,52.3,62,2022
Canada,North America,McGill University,Master,Engineering,2019,80.5,85.9,81800,Manufacturing/Construction,Civil Engineer,MATLAB,Lean Six Sigma,Project Management,57,5.9,94,2019
Germany,Europe,Humboldt University,PhD,Healthcare & Medicine,2024,87.4,91.5,119400,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Diagnostics,47,73.5,55,2024
USA,North America,MIT,PhD,Engineering,2016,79.6,86.4,102800,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,Project Management,65,13.9,66,2016
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2017,82.4,87.1,31000,Technology/Consulting,Data Analyst,Data Visualization,R,Deep Learning,65,13.5,100,2017
Mexico,Latin America,UNAM,PhD,Computer Science,2018,83.0,87.3,37100,Technology,Software Engineer,SQL,Python,Cybersecurity,77,10.4,59,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Business & Finance,2021,76.8,79.9,91900,Finance/Consulting,Financial Analyst,Strategic Planning,Market Research,Financial Modeling,68,39.8,78,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2017,98.8,100.0,57600,Technology/Consulting,AI Consultant,Big Data,Machine Learning,Data Visualization,71,11.7,61,2017
Germany,Europe,Humboldt University,Bachelor,Engineering,2015,82.9,89.8,52100,Manufacturing/Construction,Mechanical Engineer,MATLAB,Project Management,SolidWorks,57,9.1,67,2015
UAE,Middle East & Africa,Khalifa University,Bachelor,Engineering,2015,84.7,87.9,63200,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,AutoCAD,50,8.3,67,2015
South Africa,Middle East & Africa,University of Cape Town,Master,Engineering,2022,79.2,87.8,31100,Manufacturing/Construction,Civil Engineer,Project Management,AutoCAD,MATLAB,69,35.1,88,2022
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Business & Finance,2017,78.2,84.6,59100,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Strategic Planning,45,7.6,92,2017
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2025,73.7,78.5,32600,Finance/Consulting,Marketing Manager,Market Research,Excel,Data Analysis,69,90.0,70,2025
Australia,Asia-Pacific,University of Sydney,Bachelor,Healthcare & Medicine,2022,95.2,100.0,74000,Healthcare,Medical Doctor,Patient Care,Clinical Research,Medical Coding,56,71.5,72,2022
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2021,90.9,93.7,32900,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Medical Coding,56,50.0,67,2021
Canada,North America,McGill University,Bachelor,Natural Sciences,2015,81.1,87.8,50800,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,50,15.3,75,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Engineering,2017,81.2,84.3,60200,Manufacturing/Construction,Electrical Engineer,AutoCAD,Project Management,SolidWorks,59,9.8,62,2017
Mexico,Latin America,UNAM,PhD,Business & Finance,2020,76.7,80.9,40700,Finance/Consulting,Marketing Manager,Strategic Planning,Data Analysis,Financial Modeling,70,43.2,69,2020
USA,North America,Stanford,PhD,Computer Science,2019,93.9,95.9,120100,Technology,Cybersecurity Analyst,Cloud Computing,Python,SQL,74,18.1,60,2019
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2019,87.3,92.1,17800,Healthcare,Medical Doctor,Medical Coding,Diagnostics,Patient Care,52,12.4,72,2019
Brazil,Latin America,University of São Paulo,Master,Engineering,2019,76.0,80.3,33700,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,Project Management,AutoCAD,55,12.3,58,2019
Sweden,Europe,Karolinska Institute,Bachelor,Computer Science,2023,95.9,99.0,71500,Technology,AI Researcher,Java,React,Cybersecurity,81,64.7,100,2023
Canada,North America,McGill University,Master,Natural Sciences,2024,89.6,92.1,70300,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,58,73.1,57,2024
China,Asia-Pacific,Fudan University,PhD,Computer Science,2022,89.5,92.8,63600,Technology,Cloud Architect,SQL,DevOps,React,95,72.2,84,2022
USA,North America,Stanford,Master,Data Science & AI,2025,91.7,95.7,122700,Technology/Consulting,Data Analyst,NLP,Data Visualization,R,80,90.0,52,2025
Germany,Europe,TU Munich,PhD,Business & Finance,2019,88.8,97.6,91800,Finance/Consulting,Investment Banker,Data Analysis,Strategic Planning,Financial Modeling,61,15.5,66,2019
China,Asia-Pacific,Tsinghua University,Bachelor,Business & Finance,2024,83.1,89.2,34600,Finance/Consulting,Marketing Manager,Strategic Planning,Data Analysis,Financial Modeling,68,77.6,84,2024
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Computer Science,2017,86.1,89.1,23100,Technology,Cybersecurity Analyst,SQL,Python,Cloud Computing,74,5.0,59,2017
USA,North America,UC Berkeley,Bachelor,Social Sciences,2022,78.7,80.7,54000,Government/NGO,Sociologist,Public Policy,Data Analysis,Qualitative Research,64,72.5,72,2022
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2023,97.9,100.0,51300,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Patient Care,66,70.2,81,2023
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Natural Sciences,2015,70.6,76.6,18900,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,38,5.2,70,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Business & Finance,2015,75.9,81.3,40000,Finance/Consulting,Investment Banker,Market Research,Excel,Strategic Planning,59,5.0,89,2015
Switzerland,Europe,ETH Zurich,Bachelor,Engineering,2022,90.6,94.8,81500,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,MATLAB,65,41.1,69,2022
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2020,90.8,94.7,26000,Healthcare,Biomedical Researcher,Medical Coding,Clinical Research,Diagnostics,50,51.3,70,2020
Israel,Middle East & Africa,Technion,Master,Computer Science,2021,88.6,92.7,96400,Technology,Cybersecurity Analyst,DevOps,SQL,Java,90,33.8,51,2021
Brazil,Latin America,University of São Paulo,Master,Computer Science,2019,85.4,86.8,38000,Technology,Cybersecurity Analyst,Java,DevOps,React,96,5.0,72,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2018,67.2,71.7,53900,Research/Academia,Biologist,Scientific Writing,Laboratory Skills,Experimental Design,60,11.8,83,2018
Switzerland,Europe,EPFL,PhD,Business & Finance,2016,86.6,90.2,123100,Finance/Consulting,Investment Banker,Financial Modeling,Market Research,Data Analysis,37,5.0,48,2016
Switzerland,Europe,EPFL,Master,Computer Science,2025,83.7,89.2,138100,Technology,Cybersecurity Analyst,Java,Python,React,87,89.0,90,2025
UK,Europe,Cambridge,Master,Natural Sciences,2020,84.3,89.4,58400,Research/Academia,Physicist,Scientific Writing,Experimental Design,Laboratory Skills,58,63.0,48,2020
France,Europe,Ecole Polytechnique,Bachelor,Computer Science,2024,93.3,97.3,71000,Technology,Software Engineer,Python,SQL,Cybersecurity,100,61.5,62,2024
Germany,Europe,Heidelberg University,Master,Computer Science,2019,93.3,96.1,72900,Technology,Cloud Architect,Cybersecurity,Cloud Computing,SQL,82,9.1,62,2019
Canada,North America,University of Toronto,Bachelor,Business & Finance,2024,78.7,81.5,72100,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Market Research,96,75.1,40,2024
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2015,86.7,93.3,24400,Technology/Consulting,NLP Specialist,Data Visualization,R,Deep Learning,73,12.0,64,2015
Mexico,Latin America,UNAM,Master,Social Sciences,2021,79.4,84.2,19500,Government/NGO,Sociologist,Data Analysis,Public Policy,Qualitative Research,70,53.4,77,2021
Germany,Europe,Heidelberg University,Bachelor,Social Sciences,2017,84.4,90.0,44700,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,57,15.9,60,2017
UK,Europe,LSE,Bachelor,Engineering,2016,74.1,79.4,45600,Manufacturing/Construction,Electrical Engineer,MATLAB,Lean Six Sigma,SolidWorks,33,12.3,68,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Business & Finance,2016,77.9,82.5,66700,Finance/Consulting,Financial Analyst,Market Research,Excel,Data Analysis,63,16.9,59,2016
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2021,82.7,88.5,23500,Manufacturing/Construction,Mechanical Engineer,Project Management,MATLAB,AutoCAD,59,62.8,41,2021
Canada,North America,McGill University,Bachelor,Natural Sciences,2022,82.2,88.2,52500,Research/Academia,Biologist,Experimental Design,Scientific Writing,Statistical Analysis,77,72.0,65,2022
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2021,79.4,86.3,37800,Government/NGO,Policy Analyst,Communication,Data Analysis,Public Policy,80,62.1,71,2021
France,Europe,Ecole Polytechnique,Bachelor,Business & Finance,2020,72.4,78.0,53300,Finance/Consulting,Financial Analyst,Strategic Planning,Financial Modeling,Data Analysis,48,32.1,52,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Social Sciences,2017,79.9,85.4,42300,Government/NGO,Sociologist,Data Analysis,Public Policy,Communication,47,15.3,66,2017
Australia,Asia-Pacific,University of Sydney,Master,Computer Science,2016,92.4,100.0,72500,Technology,Data Scientist,DevOps,Cybersecurity,Java,75,8.2,47,2016
France,Europe,Ecole Polytechnique,PhD,Business & Finance,2023,84.2,88.4,95100,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Data Analysis,49,61.5,91,2023
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2022,78.6,84.9,32900,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Scientific Writing,52,74.0,73,2022
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2021,72.7,79.0,24200,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,61,58.5,83,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2025,88.2,94.8,90400,Technology/Consulting,NLP Specialist,Machine Learning,Deep Learning,R,89,81.3,56,2025
China,Asia-Pacific,Fudan University,Bachelor,Computer Science,2018,87.4,94.7,28700,Technology,Cybersecurity Analyst,SQL,DevOps,Java,77,7.4,82,2018
Canada,North America,University of Toronto,Bachelor,Natural Sciences,2019,80.5,85.1,45800,Research/Academia,Physicist,Experimental Design,Laboratory Skills,Statistical Analysis,65,5.0,57,2019
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2023,81.7,89.1,15500,Government/NGO,Human Resources Specialist,Communication,Public Policy,Data Analysis,60,64.9,83,2023
South Africa,Middle East & Africa,University of Cape Town,PhD,Social Sciences,2018,82.6,88.9,38000,Government/NGO,Policy Analyst,Public Policy,Communication,Qualitative Research,45,16.9,100,2018
Singapore,Asia-Pacific,NUS,Master,Computer Science,2016,80.8,84.7,83300,Technology,Data Scientist,Java,React,Cloud Computing,78,7.9,89,2016
Singapore,Asia-Pacific,NTU,Master,Engineering,2021,77.7,82.8,88700,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,SolidWorks,53,48.2,61,2021
Japan,Asia-Pacific,University of Tokyo,Bachelor,Engineering,2016,90.6,92.7,49500,Manufacturing/Construction,Electrical Engineer,AutoCAD,Project Management,Lean Six Sigma,32,8.8,47,2016
UK,Europe,LSE,Master,Computer Science,2023,95.0,100.0,83800,Technology,Cloud Architect,SQL,Cybersecurity,DevOps,88,68.1,40,2023
Canada,North America,UBC,PhD,Data Science & AI,2016,93.4,99.6,100300,Technology/Consulting,Data Analyst,R,Machine Learning,NLP,64,7.8,47,2016
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2024,87.5,89.3,36800,Technology,Data Scientist,SQL,Python,React,91,74.8,61,2024
France,Europe,PSL University,PhD,Natural Sciences,2023,66.8,74.9,74500,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Scientific Writing,55,65.9,48,2023
South Korea,Asia-Pacific,KAIST,Bachelor,Natural Sciences,2023,80.7,84.1,47900,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,62,86.8,68,2023
Israel,Middle East & Africa,Technion,PhD,Engineering,2025,78.3,79.5,116200,Manufacturing/Construction,Electrical Engineer,SolidWorks,Lean Six Sigma,Project Management,68,90.0,86,2025
India,Asia-Pacific,IIT Bombay,Bachelor,Business & Finance,2018,74.4,78.2,9500,Finance/Consulting,Management Consultant,Financial Modeling,Excel,Market Research,55,9.3,68,2018
South Korea,Asia-Pacific,Seoul National University,Master,Natural Sciences,2022,76.7,83.6,54300,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Scientific Writing,68,56.8,94,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2023,95.9,95.9,89400,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Diagnostics,81,77.9,100,2023
France,Europe,Ecole Polytechnique,Master,Computer Science,2016,99.0,100.0,69900,Technology,AI Researcher,Python,Cloud Computing,Java,85,20.0,73,2016
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2021,79.7,85.5,19400,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Statistical Analysis,62,37.5,45,2021
Mexico,Latin America,UNAM,Master,Computer Science,2015,95.3,100.0,21000,Technology,Software Engineer,Cloud Computing,SQL,Java,79,15.3,68,2015
Switzerland,Europe,ETH Zurich,Master,Computer Science,2016,89.0,93.5,93300,Technology,Software Engineer,Cloud Computing,SQL,React,67,10.3,76,2016
Switzerland,Europe,ETH Zurich,PhD,Natural Sciences,2016,81.6,82.8,107600,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Experimental Design,47,10.2,88,2016
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2019,85.6,91.1,68700,Government/NGO,Sociologist,Public Policy,Qualitative Research,Data Analysis,58,14.7,60,2019
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2015,81.2,84.9,17600,Government/NGO,Policy Analyst,Qualitative Research,Public Policy,Communication,55,6.4,73,2015
Canada,North America,University of Toronto,Master,Natural Sciences,2020,82.3,86.4,63900,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,56,41.0,73,2020
Switzerland,Europe,ETH Zurich,Bachelor,Data Science & AI,2017,98.5,100.0,91000,Technology/Consulting,Machine Learning Engineer,Deep Learning,Big Data,Machine Learning,73,5.0,75,2017
Brazil,Latin America,University of São Paulo,Bachelor,Social Sciences,2025,78.6,82.9,16400,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Public Policy,72,84.5,61,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Engineering,2015,84.4,88.3,79800,Manufacturing/Construction,Robotics Engineer,SolidWorks,Project Management,MATLAB,47,18.2,66,2015
Switzerland,Europe,EPFL,Master,Engineering,2021,77.8,81.7,104900,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,MATLAB,56,37.2,53,2021
India,Asia-Pacific,IISc Bangalore,Bachelor,Social Sciences,2021,83.0,87.2,12600,Government/NGO,Policy Analyst,Communication,Data Analysis,Qualitative Research,59,62.7,89,2021
Canada,North America,UBC,Bachelor,Social Sciences,2019,76.8,80.1,43300,Government/NGO,Policy Analyst,Qualitative Research,Communication,Public Policy,64,9.0,64,2019
Germany,Europe,Humboldt University,Bachelor,Engineering,2018,76.2,81.8,52100,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,MATLAB,42,15.0,61,2018
Germany,Europe,Heidelberg University,Bachelor,Healthcare & Medicine,2015,83.3,88.3,57700,Healthcare,Medical Doctor,Patient Care,Medical Coding,Clinical Research,46,9.7,92,2015
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2017,76.0,79.6,24400,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Market Research,59,16.5,74,2017
Mexico,Latin America,UNAM,Master,Social Sciences,2018,84.3,92.1,22600,Government/NGO,Sociologist,Qualitative Research,Public Policy,Data Analysis,36,13.3,84,2018
Sweden,Europe,KTH Royal Institute of Technology,Master,Business & Finance,2019,76.8,80.1,64500,Finance/Consulting,Investment Banker,Data Analysis,Financial Modeling,Strategic Planning,50,7.6,73,2019
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2015,85.4,88.7,20000,Research/Academia,Chemist,Experimental Design,Scientific Writing,Statistical Analysis,41,16.6,79,2015
Brazil,Latin America,University of São Paulo,Bachelor,Data Science & AI,2019,92.4,97.3,28600,Technology/Consulting,NLP Specialist,Deep Learning,Data Visualization,Machine Learning,83,8.3,74,2019
UAE,Middle East & Africa,Khalifa University,Master,Data Science & AI,2025,87.8,91.5,94500,Technology/Consulting,AI Consultant,Deep Learning,Data Visualization,NLP,86,80.7,61,2025
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2018,82.7,87.6,13200,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Financial Modeling,38,5.8,75,2018
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2025,89.5,94.4,41600,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Diagnostics,73,75.6,78,2025
South Africa,Middle East & Africa,University of Cape Town,Master,Natural Sciences,2025,81.2,86.1,31100,Research/Academia,Physicist,Scientific Writing,Experimental Design,Statistical Analysis,64,79.8,65,2025
USA,North America,Stanford,Master,Data Science & AI,2018,84.4,92.8,105800,Technology/Consulting,NLP Specialist,NLP,Big Data,Deep Learning,73,10.2,53,2018
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2023,87.5,90.4,73100,Technology/Consulting,Machine Learning Engineer,Data Visualization,Big Data,R,83,65.9,97,2023
Brazil,Latin America,University of São Paulo,Bachelor,Social Sciences,2019,80.5,86.0,12600,Government/NGO,Economist,Data Analysis,Qualitative Research,Communication,47,13.4,64,2019
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2022,83.3,86.1,7000,Finance/Consulting,Management Consultant,Market Research,Strategic Planning,Financial Modeling,53,66.9,64,2022
Canada,North America,McGill University,Master,Natural Sciences,2018,87.3,91.0,65300,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Laboratory Skills,63,6.2,100,2018
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2017,95.1,100.0,58500,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Clinical Research,57,6.6,67,2017
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2023,81.1,86.8,7000,Government/NGO,Economist,Data Analysis,Communication,Public Policy,67,40.3,51,2023
Germany,Europe,Heidelberg University,Bachelor,Computer Science,2019,91.5,97.0,59400,Technology,Software Engineer,Python,Cybersecurity,DevOps,76,13.2,54,2019
Singapore,Asia-Pacific,NTU,Bachelor,Computer Science,2020,92.4,98.1,75700,Technology,Software Engineer,Java,Cybersecurity,Python,78,58.3,77,2020
Australia,Asia-Pacific,ANU,PhD,Social Sciences,2018,84.2,90.7,68700,Government/NGO,Economist,Public Policy,Qualitative Research,Communication,50,15.4,75,2018
Canada,North America,University of Toronto,Master,Data Science & AI,2016,92.7,96.9,66500,Technology/Consulting,AI Consultant,Machine Learning,Big Data,Deep Learning,77,14.7,72,2016
Canada,North America,UBC,Master,Data Science & AI,2022,90.4,96.6,101800,Technology/Consulting,Machine Learning Engineer,Big Data,Deep Learning,Machine Learning,92,59.0,81,2022
UAE,Middle East & Africa,Khalifa University,Bachelor,Engineering,2017,77.9,80.3,51600,Manufacturing/Construction,Civil Engineer,Project Management,AutoCAD,MATLAB,56,11.6,87,2017
Germany,Europe,TU Munich,Bachelor,Data Science & AI,2022,88.6,91.2,78700,Technology/Consulting,Data Analyst,Machine Learning,Data Visualization,Deep Learning,88,71.1,81,2022
USA,North America,Stanford,Master,Social Sciences,2019,80.2,84.3,71200,Government/NGO,Economist,Data Analysis,Public Policy,Communication,50,9.7,68,2019
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2015,89.4,94.1,22500,Technology/Consulting,Machine Learning Engineer,Big Data,Deep Learning,Data Visualization,62,14.7,71,2015
USA,North America,Stanford,Bachelor,Engineering,2021,76.3,78.6,71400,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,Lean Six Sigma,75,55.5,45,2021
Singapore,Asia-Pacific,NTU,Master,Engineering,2024,85.9,91.1,97600,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,Project Management,SolidWorks,83,82.2,48,2024
Switzerland,Europe,EPFL,Master,Data Science & AI,2019,92.5,96.3,122500,Technology/Consulting,Data Analyst,Big Data,Deep Learning,Machine Learning,83,5.0,84,2019
Mexico,Latin America,UNAM,PhD,Business & Finance,2016,78.1,82.8,26900,Finance/Consulting,Financial Analyst,Market Research,Financial Modeling,Excel,56,10.8,58,2016
USA,North America,Georgia Tech,Bachelor,Healthcare & Medicine,2022,84.3,88.9,82000,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Clinical Research,74,60.0,82,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2015,77.1,81.7,52700,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,SolidWorks,71,17.2,44,2015
Australia,Asia-Pacific,ANU,Bachelor,Data Science & AI,2019,90.0,96.7,74400,Technology/Consulting,Data Analyst,R,Big Data,Deep Learning,70,5.8,59,2019
Canada,North America,McGill University,Bachelor,Engineering,2018,84.1,86.7,53300,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,MATLAB,49,5.0,85,2018
Canada,North America,UBC,PhD,Healthcare & Medicine,2016,91.4,95.8,102700,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Clinical Research,56,17.4,76,2016
China,Asia-Pacific,Tsinghua University,Bachelor,Natural Sciences,2015,71.9,74.7,22600,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Experimental Design,50,6.7,72,2015
India,Asia-Pacific,IISc Bangalore,PhD,Healthcare & Medicine,2016,87.7,90.4,31200,Healthcare,Pharmacist,Clinical Research,Medical Coding,Diagnostics,67,14.4,95,2016
Canada,North America,UBC,PhD,Data Science & AI,2015,90.9,98.5,99900,Technology/Consulting,Data Analyst,NLP,Big Data,Machine Learning,69,11.1,69,2015
Japan,Asia-Pacific,Kyoto University,PhD,Computer Science,2023,99.0,100.0,78900,Technology,AI Researcher,React,Cloud Computing,SQL,89,69.4,72,2023
UK,Europe,Cambridge,PhD,Social Sciences,2024,86.1,88.5,75100,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Communication,69,85.6,67,2024
Germany,Europe,Heidelberg University,PhD,Healthcare & Medicine,2015,88.0,91.1,95400,Healthcare,Medical Doctor,Medical Coding,Patient Care,Diagnostics,52,13.4,41,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Computer Science,2024,87.3,91.9,80100,Technology,Data Scientist,Python,SQL,Cloud Computing,74,71.5,84,2024
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2023,88.1,92.9,27300,Technology/Consulting,NLP Specialist,R,Big Data,Deep Learning,90,74.4,68,2023
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2017,84.9,90.7,22200,Finance/Consulting,Management Consultant,Excel,Strategic Planning,Data Analysis,54,13.3,74,2017
Canada,North America,McGill University,Bachelor,Natural Sciences,2024,84.5,87.5,63300,Research/Academia,Physicist,Experimental Design,Scientific Writing,Laboratory Skills,57,73.0,84,2024
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2021,82.0,87.7,17400,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,MATLAB,73,51.8,49,2021
USA,North America,Stanford,Bachelor,Computer Science,2019,84.1,88.0,69500,Technology,Cybersecurity Analyst,SQL,Python,React,76,5.0,92,2019
Australia,Asia-Pacific,University of Melbourne,PhD,Healthcare & Medicine,2015,99.0,100.0,92400,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Patient Care,58,6.5,75,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Healthcare & Medicine,2018,94.6,99.4,61200,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Clinical Research,51,5.0,40,2018
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2016,85.6,89.8,9300,Government/NGO,Sociologist,Qualitative Research,Communication,Data Analysis,50,13.3,97,2016
Switzerland,Europe,EPFL,Master,Data Science & AI,2017,86.4,87.5,120400,Technology/Consulting,Data Analyst,Machine Learning,Deep Learning,Data Visualization,97,21.3,72,2017
Singapore,Asia-Pacific,NTU,Bachelor,Computer Science,2019,94.8,99.6,64200,Technology,Cybersecurity Analyst,SQL,Cloud Computing,Python,76,14.5,75,2019
Canada,North America,McGill University,PhD,Business & Finance,2017,81.4,87.7,85300,Finance/Consulting,Investment Banker,Excel,Market Research,Strategic Planning,59,11.3,84,2017
Netherlands,Europe,TU Delft,PhD,Social Sciences,2020,83.9,83.9,67600,Government/NGO,Sociologist,Communication,Data Analysis,Public Policy,55,47.6,64,2020
Sweden,Europe,KTH Royal Institute of Technology,PhD,Computer Science,2022,87.8,94.8,101600,Technology,AI Researcher,DevOps,Cloud Computing,SQL,89,68.3,44,2022
Australia,Asia-Pacific,ANU,PhD,Healthcare & Medicine,2015,91.6,96.0,98200,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,43,8.3,82,2015
Switzerland,Europe,ETH Zurich,Master,Data Science & AI,2017,99.0,100.0,104200,Technology/Consulting,AI Consultant,Data Visualization,Big Data,Machine Learning,73,14.5,48,2017
Canada,North America,UBC,PhD,Computer Science,2019,92.4,100.0,97700,Technology,Data Scientist,Java,SQL,React,77,12.3,61,2019
India,Asia-Pacific,IISc Bangalore,Master,Healthcare & Medicine,2020,99.0,100.0,32300,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Diagnostics,59,46.8,78,2020
USA,North America,MIT,PhD,Healthcare & Medicine,2022,98.6,100.0,137800,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Clinical Research,62,66.4,64,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Computer Science,2025,91.7,96.5,101800,Technology,Data Scientist,React,Java,DevOps,73,90.0,40,2025
Netherlands,Europe,University of Amsterdam,Bachelor,Computer Science,2021,97.5,100.0,76600,Technology,Software Engineer,SQL,Python,React,82,53.0,61,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2022,90.5,95.3,92300,Technology,Cloud Architect,Cybersecurity,DevOps,SQL,85,46.9,70,2022
USA,North America,Stanford,Bachelor,Natural Sciences,2015,80.6,85.2,53100,Research/Academia,Biologist,Laboratory Skills,Scientific Writing,Experimental Design,61,8.2,73,2015
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2015,92.6,98.0,45000,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,49,16.2,66,2015
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2019,80.7,84.0,22900,Government/NGO,Policy Analyst,Public Policy,Communication,Qualitative Research,64,8.5,79,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2020,91.3,95.4,61100,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Medical Coding,49,34.5,61,2020
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2024,76.2,81.8,82700,Government/NGO,Economist,Communication,Public Policy,Qualitative Research,81,82.8,82,2024
Netherlands,Europe,University of Amsterdam,Master,Natural Sciences,2015,87.4,96.2,57700,Research/Academia,Chemist,Statistical Analysis,Experimental Design,Laboratory Skills,45,6.4,81,2015
Germany,Europe,Humboldt University,PhD,Healthcare & Medicine,2017,96.9,100.0,102700,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Patient Care,54,12.1,55,2017
Japan,Asia-Pacific,Kyoto University,Bachelor,Computer Science,2019,88.3,92.7,62700,Technology,Data Scientist,Python,React,Cloud Computing,74,6.8,59,2019
Israel,Middle East & Africa,Technion,Master,Social Sciences,2015,74.4,77.9,50000,Government/NGO,Human Resources Specialist,Communication,Public Policy,Qualitative Research,69,13.7,83,2015
Mexico,Latin America,UNAM,PhD,Social Sciences,2016,92.2,93.6,29000,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,39,6.0,62,2016
USA,North America,Stanford,Bachelor,Healthcare & Medicine,2018,87.8,93.2,73600,Healthcare,Medical Doctor,Medical Coding,Patient Care,Diagnostics,56,6.4,40,2018
Canada,North America,University of Toronto,PhD,Business & Finance,2016,80.3,84.8,83600,Finance/Consulting,Financial Analyst,Excel,Strategic Planning,Financial Modeling,40,7.5,53,2016
France,Europe,Ecole Polytechnique,Master,Computer Science,2021,85.9,89.2,73300,Technology,Cybersecurity Analyst,Cybersecurity,SQL,Java,68,48.5,57,2021
UAE,Middle East & Africa,Khalifa University,PhD,Natural Sciences,2022,85.0,89.9,91900,Research/Academia,Chemist,Experimental Design,Scientific Writing,Laboratory Skills,56,63.8,80,2022
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2016,99.0,100.0,44200,Technology,Software Engineer,Java,Cloud Computing,Cybersecurity,81,10.7,80,2016
Israel,Middle East & Africa,Technion,Master,Data Science & AI,2018,89.0,94.7,83900,Technology/Consulting,NLP Specialist,Data Visualization,Big Data,Deep Learning,79,12.5,86,2018
USA,North America,Stanford,PhD,Data Science & AI,2024,88.1,93.6,142100,Technology/Consulting,Machine Learning Engineer,NLP,Machine Learning,Big Data,80,90.0,77,2024
South Korea,Asia-Pacific,Seoul National University,PhD,Natural Sciences,2015,80.4,84.5,53900,Research/Academia,Biologist,Scientific Writing,Experimental Design,Laboratory Skills,50,10.6,63,2015
Australia,Asia-Pacific,University of Melbourne,Bachelor,Social Sciences,2022,86.7,94.5,50400,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,66,46.6,78,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Data Science & AI,2023,99.0,100.0,138200,Technology/Consulting,Machine Learning Engineer,NLP,Big Data,Data Visualization,100,70.5,79,2023
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2020,84.5,92.1,35400,Research/Academia,Chemist,Experimental Design,Scientific Writing,Laboratory Skills,54,31.4,71,2020
Australia,Asia-Pacific,University of Melbourne,Master,Computer Science,2023,94.5,98.6,92900,Technology,Data Scientist,Cloud Computing,Cybersecurity,React,100,57.1,88,2023
Germany,Europe,TU Munich,Bachelor,Natural Sciences,2018,71.0,76.5,44700,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Statistical Analysis,53,5.0,44,2018
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2015,87.9,94.0,63500,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Qualitative Research,50,12.4,69,2015
Mexico,Latin America,UNAM,PhD,Business & Finance,2017,75.9,80.5,25100,Finance/Consulting,Financial Analyst,Strategic Planning,Excel,Data Analysis,52,14.3,81,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Social Sciences,2024,81.6,83.8,76200,Government/NGO,Economist,Communication,Data Analysis,Public Policy,72,85.3,40,2024
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2021,86.5,91.8,68400,Technology/Consulting,NLP Specialist,NLP,Machine Learning,Deep Learning,73,49.6,66,2021
China,Asia-Pacific,Fudan University,Bachelor,Business & Finance,2024,76.4,80.1,40500,Finance/Consulting,Management Consultant,Excel,Strategic Planning,Data Analysis,57,83.8,78,2024
Canada,North America,UBC,Master,Data Science & AI,2021,98.9,100.0,86900,Technology/Consulting,Machine Learning Engineer,NLP,Machine Learning,Deep Learning,97,43.6,40,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Social Sciences,2025,81.2,86.3,58600,Government/NGO,Sociologist,Qualitative Research,Public Policy,Data Analysis,63,89.7,62,2025
Canada,North America,University of Toronto,Master,Business & Finance,2023,85.5,90.8,83600,Finance/Consulting,Management Consultant,Strategic Planning,Market Research,Excel,72,67.7,64,2023
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Natural Sciences,2017,78.1,78.1,16400,Research/Academia,Physicist,Experimental Design,Laboratory Skills,Scientific Writing,48,9.6,78,2017
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2015,93.0,93.6,72900,Technology,Data Scientist,Python,DevOps,Cybersecurity,69,5.0,51,2015
USA,North America,Stanford,PhD,Data Science & AI,2015,99.0,100.0,113500,Technology/Consulting,Machine Learning Engineer,Machine Learning,NLP,Data Visualization,70,9.9,59,2015
South Africa,Middle East & Africa,University of Cape Town,Master,Social Sciences,2024,83.4,85.6,27800,Government/NGO,Policy Analyst,Public Policy,Communication,Qualitative Research,73,76.1,82,2024
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2018,84.6,88.5,40900,Healthcare,Biomedical Researcher,Diagnostics,Medical Coding,Patient Care,47,5.0,54,2018
Canada,North America,University of Toronto,PhD,Data Science & AI,2019,96.0,100.0,121700,Technology/Consulting,NLP Specialist,Machine Learning,Data Visualization,Big Data,86,6.3,64,2019
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Computer Science,2022,92.2,96.0,35400,Technology,Cybersecurity Analyst,Java,React,DevOps,68,90.0,67,2022
Switzerland,Europe,ETH Zurich,Master,Computer Science,2023,91.8,96.3,123800,Technology,Cybersecurity Analyst,SQL,Python,DevOps,87,82.9,68,2023
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2024,82.2,86.3,28300,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Data Analysis,82,90.0,71,2024
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Engineering,2018,73.9,78.9,20100,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,AutoCAD,59,8.1,62,2018
Japan,Asia-Pacific,University of Tokyo,Bachelor,Data Science & AI,2021,89.9,90.1,56800,Technology/Consulting,NLP Specialist,Machine Learning,Data Visualization,NLP,70,43.7,88,2021
USA,North America,Stanford,PhD,Computer Science,2016,93.9,99.4,104700,Technology,Cybersecurity Analyst,Cybersecurity,Java,Python,84,16.3,69,2016
USA,North America,UC Berkeley,Bachelor,Natural Sciences,2023,76.7,81.2,63800,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Statistical Analysis,61,75.5,76,2023
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Engineering,2018,86.3,95.0,29400,Manufacturing/Construction,Electrical Engineer,SolidWorks,AutoCAD,MATLAB,57,15.5,64,2018
Japan,Asia-Pacific,University of Tokyo,PhD,Engineering,2024,88.3,95.3,94300,Manufacturing/Construction,Robotics Engineer,MATLAB,AutoCAD,SolidWorks,68,73.3,49,2024
Australia,Asia-Pacific,University of Melbourne,Bachelor,Business & Finance,2019,87.7,92.0,63900,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Data Analysis,65,14.2,65,2019
Sweden,Europe,Karolinska Institute,Bachelor,Business & Finance,2022,65.5,68.0,68800,Finance/Consulting,Marketing Manager,Market Research,Financial Modeling,Data Analysis,54,51.8,75,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2015,92.0,98.2,18000,Technology,Cybersecurity Analyst,SQL,Java,Python,60,5.0,75,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Engineering,2019,75.1,82.1,78600,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,AutoCAD,71,17.8,72,2019
Argentina,Latin America,University of Buenos Aires,Bachelor,Natural Sciences,2021,86.8,90.6,18700,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Laboratory Skills,73,52.8,83,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Computer Science,2020,97.7,100.0,72700,Technology,Software Engineer,Java,Cybersecurity,DevOps,65,54.5,55,2020
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2016,80.8,88.2,21300,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Public Policy,63,12.2,77,2016
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2017,72.9,78.2,33200,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Experimental Design,42,10.9,52,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2017,91.0,98.2,60600,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Experimental Design,53,10.9,66,2017
UK,Europe,LSE,PhD,Natural Sciences,2025,79.6,86.6,92700,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Statistical Analysis,67,85.8,70,2025
Canada,North America,McGill University,PhD,Engineering,2016,84.6,88.6,81800,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,AutoCAD,56,16.1,59,2016
Australia,Asia-Pacific,University of Sydney,Master,Natural Sciences,2024,83.6,87.7,76000,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Statistical Analysis,72,85.6,86,2024
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2015,78.3,82.7,17900,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Scientific Writing,40,12.8,52,2015
USA,North America,Georgia Tech,Master,Social Sciences,2024,87.7,92.8,87900,Government/NGO,Economist,Communication,Data Analysis,Qualitative Research,76,63.6,100,2024
Australia,Asia-Pacific,University of Sydney,PhD,Healthcare & Medicine,2023,92.4,93.7,122500,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Diagnostics,70,58.9,71,2023
South Korea,Asia-Pacific,KAIST,Bachelor,Social Sciences,2025,74.6,78.0,38100,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,72,77.2,58,2025
Switzerland,Europe,EPFL,Master,Business & Finance,2022,94.3,100.0,120000,Finance/Consulting,Marketing Manager,Strategic Planning,Market Research,Financial Modeling,54,56.3,70,2022
South Korea,Asia-Pacific,Seoul National University,PhD,Computer Science,2025,97.5,100.0,90500,Technology,Cloud Architect,React,DevOps,SQL,99,86.9,89,2025
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Engineering,2024,78.1,87.5,112800,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,MATLAB,49,72.6,60,2024
Germany,Europe,Heidelberg University,PhD,Healthcare & Medicine,2018,99.0,100.0,114700,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Clinical Research,52,22.1,75,2018
UAE,Middle East & Africa,Khalifa University,PhD,Engineering,2025,83.9,88.8,115500,Manufacturing/Construction,Electrical Engineer,Project Management,MATLAB,AutoCAD,67,87.9,79,2025
Canada,North America,McGill University,Master,Social Sciences,2024,81.1,89.1,66600,Government/NGO,Policy Analyst,Communication,Data Analysis,Qualitative Research,38,85.1,80,2024
USA,North America,Stanford,Master,Healthcare & Medicine,2017,90.9,96.3,96900,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Diagnostics,63,17.5,65,2017
Switzerland,Europe,EPFL,Master,Healthcare & Medicine,2021,99.0,99.8,124500,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Diagnostics,55,64.7,86,2021
Sweden,Europe,KTH Royal Institute of Technology,PhD,Engineering,2025,80.8,84.0,106700,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,MATLAB,Project Management,64,90.0,60,2025
Switzerland,Europe,ETH Zurich,Master,Business & Finance,2017,77.5,84.2,101200,Finance/Consulting,Management Consultant,Excel,Financial Modeling,Market Research,48,9.5,44,2017
Switzerland,Europe,EPFL,PhD,Business & Finance,2017,83.0,85.4,120800,Finance/Consulting,Financial Analyst,Excel,Data Analysis,Financial Modeling,75,5.0,57,2017
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2020,81.2,84.0,28100,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,MATLAB,AutoCAD,50,30.1,65,2020
UAE,Middle East & Africa,Khalifa University,Master,Data Science & AI,2015,91.6,99.0,85700,Technology/Consulting,NLP Specialist,NLP,Data Visualization,R,75,15.6,40,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Data Science & AI,2022,99.0,100.0,54800,Technology/Consulting,Data Analyst,NLP,R,Big Data,100,74.8,62,2022
USA,North America,Harvard,PhD,Healthcare & Medicine,2016,87.9,91.7,110800,Healthcare,Pharmacist,Clinical Research,Diagnostics,Patient Care,39,12.1,48,2016
UK,Europe,Cambridge,PhD,Natural Sciences,2020,86.1,87.8,80600,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Laboratory Skills,75,45.1,81,2020
India,Asia-Pacific,IIT Delhi,Master,Computer Science,2020,94.4,100.0,24900,Technology,AI Researcher,Cloud Computing,DevOps,Python,79,60.0,70,2020
India,Asia-Pacific,IIT Bombay,Bachelor,Social Sciences,2017,81.5,87.6,20600,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,37,11.9,58,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Natural Sciences,2021,88.7,93.3,11400,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Laboratory Skills,51,46.4,50,2021
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2025,79.5,85.6,52100,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Experimental Design,83,85.0,77,2025
India,Asia-Pacific,IIT Delhi,Master,Healthcare & Medicine,2023,99.0,100.0,27500,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,64,62.3,68,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2020,99.0,100.0,60500,Technology/Consulting,NLP Specialist,Deep Learning,NLP,R,81,39.8,68,2020
Germany,Europe,Heidelberg University,PhD,Natural Sciences,2021,82.4,89.2,84300,Research/Academia,Environmental Scientist,Experimental Design,Laboratory Skills,Statistical Analysis,68,54.2,40,2021
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2017,83.0,89.3,25200,Technology/Consulting,AI Consultant,Deep Learning,Data Visualization,R,88,5.4,66,2017
Australia,Asia-Pacific,ANU,Master,Social Sciences,2024,87.4,92.6,65600,Government/NGO,Sociologist,Data Analysis,Qualitative Research,Communication,85,84.1,73,2024
Switzerland,Europe,ETH Zurich,Master,Healthcare & Medicine,2016,95.3,96.9,106600,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Patient Care,52,9.6,80,2016
USA,North America,MIT,Bachelor,Computer Science,2017,84.8,89.8,69100,Technology,Data Scientist,SQL,Cloud Computing,React,63,5.0,80,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2025,82.3,89.9,63900,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,Project Management,63,75.7,68,2025
UK,Europe,Imperial College London,Master,Business & Finance,2015,77.0,81.9,61500,Finance/Consulting,Marketing Manager,Market Research,Strategic Planning,Excel,43,5.0,63,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2019,92.4,96.1,69800,Technology/Consulting,NLP Specialist,Big Data,NLP,Data Visualization,89,18.0,80,2019
Israel,Middle East & Africa,Technion,Master,Natural Sciences,2018,88.8,96.9,56500,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,56,16.6,61,2018
Brazil,Latin America,University of São Paulo,Bachelor,Data Science & AI,2023,86.2,94.7,22400,Technology/Consulting,AI Consultant,NLP,Deep Learning,R,71,70.0,70,2023
UK,Europe,Cambridge,Bachelor,Social Sciences,2023,77.8,82.9,44800,Government/NGO,Economist,Public Policy,Communication,Data Analysis,60,55.8,73,2023
USA,North America,Stanford,PhD,Engineering,2025,87.3,90.7,135500,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,SolidWorks,57,87.2,93,2025
Canada,North America,UBC,Bachelor,Computer Science,2023,93.5,100.0,74300,Technology,Cybersecurity Analyst,Java,DevOps,Cloud Computing,90,71.2,79,2023
Germany,Europe,Humboldt University,PhD,Business & Finance,2020,75.9,82.4,97000,Finance/Consulting,Marketing Manager,Financial Modeling,Strategic Planning,Data Analysis,72,28.8,82,2020
UAE,Middle East & Africa,Khalifa University,Bachelor,Natural Sciences,2017,80.0,83.4,55500,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Experimental Design,55,7.2,60,2017
Singapore,Asia-Pacific,NTU,PhD,Social Sciences,2019,75.0,77.1,82100,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,58,9.9,75,2019
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2016,90.5,96.7,69600,Healthcare,Medical Doctor,Diagnostics,Patient Care,Clinical Research,42,13.8,62,2016
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2016,82.5,89.5,36800,Finance/Consulting,Marketing Manager,Data Analysis,Strategic Planning,Financial Modeling,38,5.0,66,2016
Germany,Europe,Heidelberg University,PhD,Social Sciences,2018,83.8,91.2,71800,Government/NGO,Economist,Qualitative Research,Public Policy,Data Analysis,60,7.2,40,2018
Germany,Europe,Humboldt University,PhD,Healthcare & Medicine,2018,98.1,100.0,101000,Healthcare,Pharmacist,Diagnostics,Clinical Research,Medical Coding,56,12.1,54,2018
Singapore,Asia-Pacific,NUS,PhD,Data Science & AI,2018,99.0,100.0,121900,Technology/Consulting,Data Analyst,Big Data,NLP,Deep Learning,64,9.7,40,2018
France,Europe,Ecole Polytechnique,PhD,Engineering,2024,85.3,93.6,96400,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,SolidWorks,66,84.1,57,2024
South Korea,Asia-Pacific,Seoul National University,Master,Social Sciences,2025,73.6,78.2,49300,Government/NGO,Economist,Data Analysis,Communication,Qualitative Research,66,90.0,60,2025
Netherlands,Europe,University of Amsterdam,Bachelor,Computer Science,2024,88.3,92.7,69300,Technology,Cloud Architect,Cloud Computing,SQL,React,88,80.4,81,2024
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2024,78.3,82.9,20000,Finance/Consulting,Financial Analyst,Market Research,Data Analysis,Financial Modeling,60,76.4,100,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2015,78.6,82.8,40800,Manufacturing/Construction,Robotics Engineer,MATLAB,Project Management,Lean Six Sigma,47,8.3,74,2015
Israel,Middle East & Africa,Technion,Bachelor,Business & Finance,2020,85.2,91.5,57400,Finance/Consulting,Financial Analyst,Strategic Planning,Market Research,Financial Modeling,47,17.3,55,2020
USA,North America,Stanford,Master,Business & Finance,2015,94.2,100.0,77800,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Financial Modeling,31,6.6,69,2015
Canada,North America,UBC,Master,Healthcare & Medicine,2025,84.7,89.4,99400,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Patient Care,62,79.0,73,2025
Sweden,Europe,Karolinska Institute,PhD,Healthcare & Medicine,2020,97.2,100.0,105900,Healthcare,Medical Doctor,Patient Care,Clinical Research,Diagnostics,55,47.1,74,2020
USA,North America,MIT,Master,Data Science & AI,2018,88.2,92.2,98300,Technology/Consulting,Machine Learning Engineer,Data Visualization,Machine Learning,R,76,22.2,74,2018
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2024,75.8,79.9,24600,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,SolidWorks,89,76.0,83,2024
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2018,91.3,97.9,29400,Technology/Consulting,Machine Learning Engineer,Data Visualization,R,Deep Learning,70,6.8,94,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Business & Finance,2022,87.0,93.5,98300,Finance/Consulting,Marketing Manager,Financial Modeling,Strategic Planning,Excel,68,80.2,70,2022
USA,North America,Stanford,Master,Computer Science,2025,84.0,87.3,113800,Technology,Software Engineer,Java,React,SQL,77,90.0,40,2025
Germany,Europe,TU Munich,PhD,Social Sciences,2022,68.0,71.4,76200,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,59,73.8,75,2022
USA,North America,MIT,Bachelor,Business & Finance,2021,85.3,90.4,71400,Finance/Consulting,Investment Banker,Financial Modeling,Strategic Planning,Market Research,62,38.0,55,2021
USA,North America,UC Berkeley,Bachelor,Social Sciences,2020,80.2,85.4,50100,Government/NGO,Economist,Data Analysis,Public Policy,Communication,75,43.9,40,2020
Canada,North America,UBC,Bachelor,Business & Finance,2021,72.7,75.8,65500,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Market Research,53,43.4,49,2021
Netherlands,Europe,University of Amsterdam,PhD,Computer Science,2017,85.9,91.7,90600,Technology,Software Engineer,SQL,Cloud Computing,Java,96,5.0,65,2017
Canada,North America,University of Toronto,PhD,Social Sciences,2021,81.5,87.8,63300,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Public Policy,69,50.8,83,2021
Germany,Europe,Humboldt University,Master,Business & Finance,2017,89.8,93.8,84000,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Excel,39,8.0,55,2017
Singapore,Asia-Pacific,NTU,Bachelor,Natural Sciences,2025,74.1,78.9,69000,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Statistical Analysis,78,89.0,55,2025
Israel,Middle East & Africa,Technion,Bachelor,Engineering,2022,70.6,74.9,72800,Manufacturing/Construction,Civil Engineer,AutoCAD,Project Management,SolidWorks,63,60.2,72,2022
Mexico,Latin America,UNAM,PhD,Data Science & AI,2021,92.8,97.1,44000,Technology/Consulting,Machine Learning Engineer,R,Deep Learning,Big Data,77,43.9,81,2021
China,Asia-Pacific,Fudan University,Bachelor,Computer Science,2017,94.2,99.3,31800,Technology,Software Engineer,DevOps,Python,SQL,68,13.1,59,2017
Australia,Asia-Pacific,University of Melbourne,Master,Engineering,2023,82.3,86.1,89400,Manufacturing/Construction,Civil Engineer,SolidWorks,MATLAB,AutoCAD,71,75.5,87,2023
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2016,85.5,88.2,70300,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Public Policy,76,5.0,84,2016
Germany,Europe,TU Munich,Master,Healthcare & Medicine,2025,85.4,90.1,100300,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Medical Coding,69,90.0,59,2025
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Social Sciences,2019,68.3,76.8,40800,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,47,11.6,68,2019
Canada,North America,McGill University,Master,Healthcare & Medicine,2025,95.3,100.0,97700,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Medical Coding,72,90.0,74,2025
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2025,88.9,96.1,103300,Healthcare,Pharmacist,Medical Coding,Patient Care,Diagnostics,81,90.0,60,2025
Germany,Europe,Heidelberg University,Master,Natural Sciences,2016,82.4,84.7,56300,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Scientific Writing,67,9.9,74,2016
USA,North America,MIT,PhD,Computer Science,2016,86.4,90.2,105900,Technology,Software Engineer,SQL,Cybersecurity,Python,74,13.4,72,2016
UK,Europe,LSE,PhD,Engineering,2016,81.3,87.3,81500,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Lean Six Sigma,Project Management,66,13.5,82,2016
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2023,85.5,88.4,48300,Technology,AI Researcher,Python,Cybersecurity,SQL,90,69.9,76,2023
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2016,96.6,100.0,46500,Technology,Cybersecurity Analyst,Cloud Computing,React,Python,72,6.0,69,2016
USA,North America,Georgia Tech,Bachelor,Business & Finance,2022,87.8,94.4,73800,Finance/Consulting,Marketing Manager,Financial Modeling,Strategic Planning,Market Research,69,72.4,40,2022
France,Europe,PSL University,Bachelor,Natural Sciences,2019,73.4,78.4,47000,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Statistical Analysis,54,13.3,73,2019
India,Asia-Pacific,IIT Delhi,Bachelor,Computer Science,2018,87.0,93.4,28400,Technology,Cybersecurity Analyst,Python,SQL,Cybersecurity,77,5.0,56,2018
France,Europe,Ecole Polytechnique,Master,Business & Finance,2021,86.8,92.7,70100,Finance/Consulting,Investment Banker,Market Research,Excel,Strategic Planning,50,48.6,100,2021
UK,Europe,Oxford,Master,Engineering,2025,79.6,85.6,81900,Manufacturing/Construction,Robotics Engineer,Project Management,SolidWorks,AutoCAD,77,85.4,77,2025
South Korea,Asia-Pacific,KAIST,Master,Natural Sciences,2017,84.8,90.2,43400,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Experimental Design,58,6.2,57,2017
Sweden,Europe,Karolinska Institute,Bachelor,Computer Science,2015,89.6,95.2,57500,Technology,Cybersecurity Analyst,Cloud Computing,DevOps,React,66,14.5,60,2015
Canada,North America,McGill University,PhD,Healthcare & Medicine,2015,96.9,100.0,92800,Healthcare,Pharmacist,Clinical Research,Diagnostics,Medical Coding,44,19.8,74,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Data Science & AI,2015,91.8,96.1,59100,Technology/Consulting,Machine Learning Engineer,Machine Learning,R,Deep Learning,74,9.8,71,2015
South Africa,Middle East & Africa,University of Cape Town,Master,Engineering,2025,86.2,88.9,36100,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,Lean Six Sigma,58,90.0,94,2025
Australia,Asia-Pacific,ANU,PhD,Computer Science,2024,96.5,100.0,122200,Technology,Cybersecurity Analyst,Cloud Computing,React,Cybersecurity,96,76.9,53,2024
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2025,81.7,89.0,21500,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,SolidWorks,58,90.0,55,2025
Canada,North America,McGill University,PhD,Healthcare & Medicine,2019,96.5,100.0,105800,Healthcare,Medical Doctor,Clinical Research,Patient Care,Medical Coding,59,7.9,80,2019
Germany,Europe,Heidelberg University,Master,Computer Science,2022,91.5,99.6,87400,Technology,Data Scientist,DevOps,Cybersecurity,Cloud Computing,90,53.1,68,2022
Germany,Europe,Heidelberg University,Master,Engineering,2018,81.7,91.7,69900,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,MATLAB,SolidWorks,59,5.0,61,2018
Israel,Middle East & Africa,Technion,Bachelor,Social Sciences,2019,78.4,79.4,37700,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,49,5.0,75,2019
Netherlands,Europe,TU Delft,PhD,Business & Finance,2023,84.5,89.3,102600,Finance/Consulting,Marketing Manager,Strategic Planning,Financial Modeling,Data Analysis,52,75.1,98,2023
USA,North America,MIT,PhD,Natural Sciences,2025,80.9,83.0,114400,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Experimental Design,60,90.0,86,2025
Singapore,Asia-Pacific,NTU,Bachelor,Computer Science,2016,94.0,100.0,65900,Technology,Cloud Architect,DevOps,Python,Cybersecurity,77,6.7,72,2016
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2021,90.1,95.7,28600,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Clinical Research,78,36.9,77,2021
Canada,North America,McGill University,PhD,Healthcare & Medicine,2018,96.8,100.0,109600,Healthcare,Pharmacist,Diagnostics,Medical Coding,Patient Care,61,16.5,53,2018
USA,North America,MIT,Bachelor,Data Science & AI,2023,90.0,90.6,83600,Technology/Consulting,AI Consultant,Machine Learning,Data Visualization,Big Data,98,82.2,63,2023
Argentina,Latin America,University of Buenos Aires,Bachelor,Natural Sciences,2018,79.6,84.7,12400,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,57,12.8,67,2018
Israel,Middle East & Africa,Technion,PhD,Social Sciences,2016,85.2,89.0,74100,Government/NGO,Sociologist,Qualitative Research,Communication,Data Analysis,65,5.0,68,2016
Switzerland,Europe,EPFL,PhD,Healthcare & Medicine,2017,89.4,95.0,144900,Healthcare,Pharmacist,Diagnostics,Medical Coding,Patient Care,59,5.7,68,2017
Canada,North America,University of Toronto,PhD,Data Science & AI,2018,90.2,99.8,105500,Technology/Consulting,Machine Learning Engineer,NLP,Machine Learning,R,68,15.0,64,2018
Israel,Middle East & Africa,Technion,Master,Business & Finance,2015,81.8,88.1,65700,Finance/Consulting,Marketing Manager,Data Analysis,Strategic Planning,Financial Modeling,59,17.8,100,2015
Singapore,Asia-Pacific,NUS,Master,Social Sciences,2021,77.9,83.8,67500,Government/NGO,Human Resources Specialist,Communication,Public Policy,Qualitative Research,59,59.3,50,2021
France,Europe,PSL University,PhD,Business & Finance,2025,87.3,88.9,113800,Finance/Consulting,Financial Analyst,Excel,Data Analysis,Strategic Planning,62,90.0,87,2025
Australia,Asia-Pacific,University of Sydney,Bachelor,Data Science & AI,2022,93.6,94.7,72800,Technology/Consulting,Machine Learning Engineer,Big Data,R,Deep Learning,83,71.1,61,2022
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2016,93.7,97.5,33700,Technology/Consulting,AI Consultant,Data Visualization,Deep Learning,Big Data,78,5.6,58,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2023,92.1,96.8,71500,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Medical Coding,54,71.9,85,2023
Israel,Middle East & Africa,Technion,PhD,Computer Science,2021,94.3,99.9,112400,Technology,Cybersecurity Analyst,Java,Cloud Computing,DevOps,69,70.6,62,2021
Switzerland,Europe,EPFL,PhD,Healthcare & Medicine,2016,96.8,100.0,139200,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Medical Coding,58,11.2,48,2016
China,Asia-Pacific,Tsinghua University,Bachelor,Healthcare & Medicine,2018,86.9,91.0,35900,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Clinical Research,42,15.6,94,2018
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2021,86.4,90.7,31300,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Market Research,55,42.2,79,2021
Canada,North America,McGill University,PhD,Healthcare & Medicine,2016,92.6,100.0,97400,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Clinical Research,56,5.8,59,2016
Japan,Asia-Pacific,Kyoto University,Master,Engineering,2019,86.5,92.6,63000,Manufacturing/Construction,Electrical Engineer,AutoCAD,Lean Six Sigma,Project Management,76,18.2,76,2019
USA,North America,Harvard,Master,Computer Science,2024,84.7,88.9,103500,Technology,Cybersecurity Analyst,DevOps,SQL,Python,95,90.0,76,2024
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2019,81.8,88.0,33100,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,MATLAB,66,5.0,63,2019
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2016,91.4,94.0,26800,Technology/Consulting,Machine Learning Engineer,Data Visualization,R,NLP,47,8.2,68,2016
France,Europe,PSL University,Master,Social Sciences,2021,82.0,88.0,47900,Government/NGO,Economist,Communication,Data Analysis,Qualitative Research,68,26.4,50,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Healthcare & Medicine,2021,94.1,100.0,90800,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Clinical Research,66,46.2,65,2021
Australia,Asia-Pacific,University of Sydney,Master,Natural Sciences,2025,85.1,88.2,75400,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Scientific Writing,78,90.0,69,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2022,76.2,79.9,73800,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Statistical Analysis,60,36.3,67,2022
China,Asia-Pacific,Tsinghua University,Master,Computer Science,2021,94.1,98.1,53900,Technology,Data Scientist,React,SQL,Python,82,44.4,72,2021
Israel,Middle East & Africa,Technion,Master,Data Science & AI,2018,96.1,100.0,95600,Technology/Consulting,AI Consultant,Data Visualization,Deep Learning,Machine Learning,71,13.7,44,2018
Japan,Asia-Pacific,University of Tokyo,Master,Business & Finance,2015,84.2,90.6,54100,Finance/Consulting,Management Consultant,Financial Modeling,Market Research,Excel,56,11.5,67,2015
France,Europe,Ecole Polytechnique,Bachelor,Computer Science,2019,85.2,88.5,58400,Technology,Cloud Architect,DevOps,SQL,Cloud Computing,78,10.9,42,2019
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Business & Finance,2015,85.1,90.0,73400,Finance/Consulting,Financial Analyst,Excel,Data Analysis,Strategic Planning,73,6.6,64,2015
Canada,North America,McGill University,Master,Natural Sciences,2020,80.9,85.2,62400,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Scientific Writing,45,34.5,68,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Engineering,2018,92.3,99.9,80500,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,Project Management,48,6.5,67,2018
France,Europe,Ecole Polytechnique,Master,Business & Finance,2017,80.4,82.8,71800,Finance/Consulting,Management Consultant,Strategic Planning,Data Analysis,Market Research,48,13.8,80,2017
USA,North America,UC Berkeley,PhD,Data Science & AI,2024,96.4,96.9,148300,Technology/Consulting,Machine Learning Engineer,Big Data,R,Deep Learning,89,88.6,57,2024
Canada,North America,University of Toronto,Bachelor,Computer Science,2017,80.7,88.8,55300,Technology,Cybersecurity Analyst,Java,Cloud Computing,SQL,66,11.2,79,2017
Mexico,Latin America,UNAM,Master,Business & Finance,2017,80.5,84.4,32700,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Strategic Planning,55,16.4,67,2017
USA,North America,Stanford,Master,Social Sciences,2016,73.5,76.1,55400,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Communication,60,8.4,60,2016
USA,North America,Georgia Tech,Bachelor,Computer Science,2022,90.4,94.9,77600,Technology,Cybersecurity Analyst,Cybersecurity,SQL,DevOps,81,73.5,93,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Natural Sciences,2016,81.6,85.1,5400,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,49,11.5,66,2016
Canada,North America,McGill University,Bachelor,Social Sciences,2021,83.4,89.0,48600,Government/NGO,Policy Analyst,Communication,Public Policy,Qualitative Research,55,43.7,48,2021
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Computer Science,2018,99.0,100.0,53400,Technology,Cybersecurity Analyst,Cybersecurity,Cloud Computing,Java,64,11.6,68,2018
India,Asia-Pacific,IIT Delhi,Master,Social Sciences,2024,88.3,94.4,21900,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,62,75.8,62,2024
South Africa,Middle East & Africa,University of Cape Town,Master,Data Science & AI,2023,89.7,91.1,49700,Technology/Consulting,Machine Learning Engineer,Deep Learning,R,NLP,85,54.6,100,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2019,90.4,96.0,70600,Technology/Consulting,AI Consultant,Machine Learning,NLP,Data Visualization,75,8.5,76,2019
Singapore,Asia-Pacific,NTU,Master,Social Sciences,2022,85.1,93.0,75900,Government/NGO,Economist,Communication,Data Analysis,Public Policy,53,63.2,72,2022
USA,North America,Stanford,Bachelor,Engineering,2022,86.9,91.4,76200,Manufacturing/Construction,Mechanical Engineer,MATLAB,SolidWorks,Lean Six Sigma,59,65.3,43,2022
Mexico,Latin America,UNAM,Bachelor,Engineering,2025,79.3,82.5,23200,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,SolidWorks,80,79.4,67,2025
USA,North America,Georgia Tech,PhD,Business & Finance,2025,89.8,94.7,137500,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Market Research,79,90.0,71,2025
USA,North America,MIT,PhD,Natural Sciences,2021,75.8,81.0,94400,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Experimental Design,56,59.2,81,2021
UK,Europe,LSE,PhD,Natural Sciences,2018,77.2,83.2,72200,Research/Academia,Biologist,Scientific Writing,Experimental Design,Laboratory Skills,45,6.2,55,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2015,95.9,100.0,52900,Technology/Consulting,NLP Specialist,Machine Learning,NLP,Big Data,65,5.0,78,2015
Mexico,Latin America,UNAM,PhD,Computer Science,2021,93.6,97.9,33900,Technology,AI Researcher,Cloud Computing,Java,SQL,90,48.4,69,2021
Singapore,Asia-Pacific,NTU,Master,Data Science & AI,2021,99.0,100.0,103800,Technology/Consulting,AI Consultant,Machine Learning,Big Data,Deep Learning,81,50.0,62,2021
Canada,North America,UBC,PhD,Engineering,2022,80.2,83.7,96400,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,AutoCAD,SolidWorks,70,49.3,89,2022
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Healthcare & Medicine,2022,90.1,95.1,71400,Healthcare,Pharmacist,Medical Coding,Diagnostics,Patient Care,58,62.7,86,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2022,83.6,90.0,78900,Technology/Consulting,Machine Learning Engineer,Big Data,Deep Learning,Data Visualization,87,48.8,58,2022
South Korea,Asia-Pacific,Seoul National University,Master,Business & Finance,2018,77.6,82.0,51900,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Excel,53,6.7,58,2018
India,Asia-Pacific,IIT Delhi,Bachelor,Engineering,2023,80.8,85.2,21800,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,AutoCAD,77,75.1,46,2023
Switzerland,Europe,ETH Zurich,Bachelor,Computer Science,2025,93.0,97.2,109100,Technology,Software Engineer,React,Cybersecurity,DevOps,75,90.0,69,2025
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2023,82.7,87.6,24900,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Diagnostics,63,65.8,68,2023
UK,Europe,Oxford,Bachelor,Computer Science,2017,87.8,93.9,50500,Technology,Software Engineer,Java,SQL,Python,70,5.0,62,2017
Canada,North America,McGill University,Master,Business & Finance,2016,82.6,88.2,63900,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Excel,35,13.8,53,2016
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2019,92.8,95.3,49400,Technology,Software Engineer,Java,Cloud Computing,DevOps,66,11.7,64,2019
China,Asia-Pacific,Fudan University,Bachelor,Healthcare & Medicine,2019,98.1,100.0,38200,Healthcare,Medical Doctor,Medical Coding,Diagnostics,Clinical Research,58,17.1,74,2019
UAE,Middle East & Africa,Khalifa University,Master,Business & Finance,2023,83.8,86.5,77100,Finance/Consulting,Management Consultant,Strategic Planning,Market Research,Data Analysis,80,61.8,100,2023
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2016,79.0,84.1,28900,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Scientific Writing,59,13.9,76,2016
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2019,89.4,93.7,30400,Technology/Consulting,NLP Specialist,R,Big Data,Data Visualization,74,14.3,75,2019
Canada,North America,University of Toronto,PhD,Computer Science,2021,97.0,97.9,108600,Technology,Cybersecurity Analyst,DevOps,React,SQL,85,52.2,95,2021
China,Asia-Pacific,Tsinghua University,Bachelor,Social Sciences,2021,87.8,92.9,20300,Government/NGO,Policy Analyst,Communication,Qualitative Research,Public Policy,66,66.8,78,2021
France,Europe,PSL University,Master,Healthcare & Medicine,2020,92.5,96.5,76700,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,59,32.8,69,2020
USA,North America,Harvard,PhD,Natural Sciences,2018,85.1,89.9,79700,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Laboratory Skills,52,11.1,48,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Social Sciences,2024,82.5,87.2,82800,Government/NGO,Human Resources Specialist,Data Analysis,Public Policy,Qualitative Research,58,80.2,90,2024
USA,North America,Georgia Tech,Master,Healthcare & Medicine,2023,95.5,100.0,114000,Healthcare,Medical Doctor,Clinical Research,Patient Care,Medical Coding,62,55.5,66,2023
China,Asia-Pacific,Peking University,PhD,Business & Finance,2017,88.2,93.9,52500,Finance/Consulting,Marketing Manager,Excel,Data Analysis,Financial Modeling,70,16.0,63,2017
Brazil,Latin America,University of São Paulo,Bachelor,Computer Science,2016,96.9,100.0,14800,Technology,Cybersecurity Analyst,Java,DevOps,Cloud Computing,58,17.5,75,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2016,98.1,100.0,56000,Technology/Consulting,Data Analyst,Big Data,Machine Learning,R,78,12.4,79,2016
Canada,North America,McGill University,Master,Healthcare & Medicine,2020,91.0,94.2,82700,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,56,36.3,60,2020
Singapore,Asia-Pacific,NUS,PhD,Social Sciences,2017,81.4,87.4,76100,Government/NGO,Economist,Data Analysis,Qualitative Research,Communication,37,9.4,71,2017
USA,North America,Georgia Tech,PhD,Natural Sciences,2025,82.1,84.0,110800,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,73,90.0,77,2025
Netherlands,Europe,University of Amsterdam,Bachelor,Engineering,2017,81.0,87.0,56500,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,SolidWorks,Project Management,55,13.4,46,2017
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2020,90.9,91.0,25900,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,58,51.7,68,2020
Japan,Asia-Pacific,Kyoto University,Bachelor,Data Science & AI,2021,90.6,94.9,57700,Technology/Consulting,Data Analyst,Big Data,Deep Learning,Machine Learning,82,43.2,86,2021
France,Europe,Ecole Polytechnique,Bachelor,Social Sciences,2024,79.3,81.6,52900,Government/NGO,Policy Analyst,Public Policy,Communication,Data Analysis,62,78.2,77,2024
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2015,87.4,93.4,26200,Technology/Consulting,Data Analyst,Data Visualization,Deep Learning,Big Data,79,6.9,50,2015
South Korea,Asia-Pacific,Seoul National University,PhD,Engineering,2023,86.9,91.4,96100,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,MATLAB,SolidWorks,74,68.8,83,2023
USA,North America,MIT,Master,Healthcare & Medicine,2025,91.7,96.5,116300,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,55,90.0,55,2025
UK,Europe,Cambridge,Master,Computer Science,2021,90.2,93.3,72000,Technology,Cybersecurity Analyst,Cybersecurity,Cloud Computing,Python,81,56.9,84,2021
USA,North America,Harvard,PhD,Social Sciences,2015,81.5,86.6,78900,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Qualitative Research,54,5.0,78,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2025,90.2,94.4,45400,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Experimental Design,68,82.3,60,2025
USA,North America,Harvard,Bachelor,Natural Sciences,2022,84.7,86.6,75600,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Experimental Design,79,71.9,65,2022
USA,North America,UC Berkeley,Bachelor,Natural Sciences,2021,79.9,88.9,63900,Research/Academia,Physicist,Scientific Writing,Experimental Design,Laboratory Skills,54,51.5,63,2021
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2019,99.0,100.0,30000,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Patient Care,60,5.0,64,2019
Switzerland,Europe,EPFL,Master,Healthcare & Medicine,2023,87.1,93.3,132700,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Medical Coding,63,81.6,90,2023
South Africa,Middle East & Africa,University of Cape Town,Master,Natural Sciences,2016,81.6,87.0,24000,Research/Academia,Chemist,Experimental Design,Scientific Writing,Laboratory Skills,58,10.1,72,2016
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2018,93.6,100.0,39200,Technology,Software Engineer,SQL,React,Python,82,13.5,80,2018
Japan,Asia-Pacific,University of Tokyo,Bachelor,Data Science & AI,2023,91.6,94.4,62600,Technology/Consulting,Data Analyst,NLP,Big Data,Data Visualization,98,42.2,68,2023
UK,Europe,LSE,Master,Engineering,2020,74.4,80.2,75800,Manufacturing/Construction,Civil Engineer,SolidWorks,MATLAB,Lean Six Sigma,53,36.3,84,2020
India,Asia-Pacific,IIT Delhi,PhD,Computer Science,2021,82.8,85.9,38800,Technology,Cybersecurity Analyst,SQL,Cloud Computing,Cybersecurity,91,54.5,96,2021
Canada,North America,McGill University,Bachelor,Healthcare & Medicine,2023,88.3,98.3,82400,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,66,60.4,60,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2018,98.0,100.0,47300,Technology/Consulting,Data Analyst,Data Visualization,R,NLP,65,8.9,71,2018
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2022,82.5,87.1,81400,Technology,Software Engineer,SQL,DevOps,Cloud Computing,80,56.1,73,2022
Mexico,Latin America,UNAM,PhD,Data Science & AI,2020,91.5,96.8,46900,Technology/Consulting,Data Analyst,Machine Learning,R,Data Visualization,87,45.5,60,2020
Switzerland,Europe,ETH Zurich,PhD,Natural Sciences,2015,85.7,88.5,100800,Research/Academia,Biologist,Laboratory Skills,Scientific Writing,Statistical Analysis,62,17.2,59,2015
USA,North America,UC Berkeley,PhD,Social Sciences,2019,86.2,90.1,85200,Government/NGO,Economist,Public Policy,Communication,Data Analysis,62,10.8,47,2019
USA,North America,MIT,Master,Natural Sciences,2023,75.7,82.6,85000,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,59,68.4,90,2023
Japan,Asia-Pacific,Kyoto University,PhD,Business & Finance,2015,77.6,80.6,73300,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Excel,44,12.0,75,2015
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2019,84.2,89.7,15900,Technology/Consulting,Machine Learning Engineer,NLP,Machine Learning,Deep Learning,76,20.8,70,2019
USA,North America,Stanford,Master,Data Science & AI,2024,85.4,87.3,125700,Technology/Consulting,Data Analyst,R,Machine Learning,Big Data,76,90.0,96,2024
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2016,87.7,90.4,14500,Technology/Consulting,AI Consultant,R,Deep Learning,Big Data,53,13.6,73,2016
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2020,86.0,94.3,51100,Healthcare,Medical Doctor,Clinical Research,Patient Care,Medical Coding,54,45.3,48,2020
Brazil,Latin America,University of São Paulo,PhD,Engineering,2017,84.5,90.1,35000,Manufacturing/Construction,Electrical Engineer,SolidWorks,AutoCAD,Project Management,55,12.5,53,2017
USA,North America,MIT,Bachelor,Computer Science,2021,90.6,96.0,79800,Technology,Data Scientist,Cloud Computing,React,Cybersecurity,82,37.3,50,2021
Singapore,Asia-Pacific,NUS,Bachelor,Social Sciences,2024,84.1,90.7,46900,Government/NGO,Sociologist,Public Policy,Data Analysis,Qualitative Research,76,83.1,40,2024
UK,Europe,Cambridge,Master,Computer Science,2023,92.1,97.4,78500,Technology,Software Engineer,Cybersecurity,React,Cloud Computing,83,73.7,70,2023
Canada,North America,UBC,PhD,Computer Science,2018,89.8,96.8,98700,Technology,Cloud Architect,React,Cloud Computing,Cybersecurity,71,5.0,58,2018
Switzerland,Europe,EPFL,Master,Natural Sciences,2018,86.2,91.1,83900,Research/Academia,Chemist,Scientific Writing,Experimental Design,Statistical Analysis,54,5.0,81,2018
Canada,North America,McGill University,Bachelor,Computer Science,2015,89.5,97.5,52800,Technology,Cloud Architect,DevOps,SQL,Cybersecurity,75,5.0,43,2015
USA,North America,UC Berkeley,PhD,Business & Finance,2023,76.9,83.2,127900,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Excel,66,71.7,59,2023
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2018,94.2,98.7,25800,Research/Academia,Chemist,Experimental Design,Scientific Writing,Statistical Analysis,59,10.5,66,2018
Sweden,Europe,KTH Royal Institute of Technology,PhD,Natural Sciences,2019,77.6,80.3,71100,Research/Academia,Chemist,Scientific Writing,Experimental Design,Statistical Analysis,62,7.4,40,2019
USA,North America,UC Berkeley,Master,Business & Finance,2021,81.1,88.8,96600,Finance/Consulting,Investment Banker,Strategic Planning,Excel,Market Research,65,35.2,40,2021
Germany,Europe,Humboldt University,Master,Natural Sciences,2015,78.1,85.0,51900,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Experimental Design,49,15.7,50,2015
Japan,Asia-Pacific,University of Tokyo,Master,Engineering,2019,84.9,85.8,64400,Manufacturing/Construction,Electrical Engineer,AutoCAD,SolidWorks,MATLAB,71,10.5,75,2019
Switzerland,Europe,ETH Zurich,PhD,Engineering,2025,89.4,92.0,151800,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,AutoCAD,78,90.0,55,2025
Japan,Asia-Pacific,University of Tokyo,Bachelor,Computer Science,2015,91.2,97.5,56100,Technology,Software Engineer,Cybersecurity,Python,DevOps,54,20.6,51,2015
India,Asia-Pacific,IIT Bombay,PhD,Natural Sciences,2023,78.0,81.8,36900,Research/Academia,Chemist,Experimental Design,Scientific Writing,Statistical Analysis,73,80.3,50,2023
USA,North America,MIT,Bachelor,Business & Finance,2021,85.2,88.3,81000,Finance/Consulting,Investment Banker,Data Analysis,Strategic Planning,Financial Modeling,77,35.4,60,2021
Singapore,Asia-Pacific,NTU,Master,Data Science & AI,2024,87.0,92.5,113200,Technology/Consulting,AI Consultant,Big Data,NLP,Data Visualization,90,78.1,82,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Healthcare & Medicine,2024,91.2,98.5,66100,Healthcare,Pharmacist,Diagnostics,Patient Care,Clinical Research,75,87.9,52,2024
USA,North America,Stanford,Master,Social Sciences,2017,76.9,79.3,64600,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,53,5.5,81,2017
Japan,Asia-Pacific,University of Tokyo,Bachelor,Data Science & AI,2022,80.5,83.8,65600,Technology/Consulting,Machine Learning Engineer,Data Visualization,Machine Learning,Deep Learning,69,55.4,76,2022
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2017,78.3,85.9,23000,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Laboratory Skills,30,16.2,61,2017
Netherlands,Europe,TU Delft,Bachelor,Social Sciences,2024,77.4,85.4,48400,Government/NGO,Policy Analyst,Qualitative Research,Public Policy,Data Analysis,55,80.1,77,2024
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2024,88.4,93.1,126300,Technology/Consulting,Machine Learning Engineer,Machine Learning,Data Visualization,NLP,79,71.8,64,2024
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2020,91.3,98.4,122600,Technology/Consulting,AI Consultant,Big Data,NLP,Machine Learning,70,27.5,98,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Social Sciences,2016,73.4,75.0,40000,Government/NGO,Policy Analyst,Data Analysis,Communication,Public Policy,62,8.3,66,2016
India,Asia-Pacific,IIT Delhi,PhD,Natural Sciences,2024,88.1,92.7,31900,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Experimental Design,91,81.3,85,2024
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2020,92.8,96.6,123400,Technology/Consulting,Data Analyst,R,Machine Learning,Big Data,83,45.1,61,2020
Sweden,Europe,Karolinska Institute,Bachelor,Computer Science,2015,96.2,100.0,53600,Technology,Cloud Architect,Java,Cybersecurity,SQL,78,19.3,60,2015
Australia,Asia-Pacific,University of Melbourne,PhD,Natural Sciences,2018,89.7,92.9,85700,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Laboratory Skills,51,18.7,55,2018
China,Asia-Pacific,Peking University,Master,Business & Finance,2019,88.9,96.3,37800,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Excel,62,9.8,63,2019
Canada,North America,McGill University,PhD,Healthcare & Medicine,2018,99.0,100.0,103600,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Diagnostics,77,5.5,69,2018
UK,Europe,Cambridge,Bachelor,Data Science & AI,2017,84.6,89.3,58800,Technology/Consulting,NLP Specialist,Deep Learning,NLP,Big Data,78,12.6,100,2017
Mexico,Latin America,UNAM,PhD,Computer Science,2018,98.8,100.0,36900,Technology,Software Engineer,Cloud Computing,React,Java,92,22.0,77,2018
Switzerland,Europe,ETH Zurich,Master,Data Science & AI,2015,88.5,94.1,102300,Technology/Consulting,Data Analyst,Data Visualization,R,NLP,74,13.5,76,2015
USA,North America,Harvard,PhD,Natural Sciences,2024,79.8,85.6,109100,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Scientific Writing,86,90.0,78,2024
South Korea,Asia-Pacific,Seoul National University,PhD,Healthcare & Medicine,2018,91.1,95.1,83300,Healthcare,Biomedical Researcher,Patient Care,Clinical Research,Medical Coding,48,9.4,63,2018
UAE,Middle East & Africa,Khalifa University,PhD,Natural Sciences,2025,80.6,84.0,101500,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Scientific Writing,89,85.5,72,2025
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2023,77.3,84.8,82800,Government/NGO,Sociologist,Qualitative Research,Public Policy,Communication,72,85.6,59,2023
Sweden,Europe,Karolinska Institute,Bachelor,Healthcare & Medicine,2021,90.2,95.7,66200,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Medical Coding,47,51.1,48,2021
UK,Europe,LSE,Master,Computer Science,2023,80.6,81.9,85400,Technology,Cloud Architect,Python,Cloud Computing,DevOps,94,64.5,55,2023
South Korea,Asia-Pacific,KAIST,Master,Natural Sciences,2015,82.9,89.6,48800,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,48,23.4,60,2015
Canada,North America,McGill University,Master,Computer Science,2019,90.9,92.6,87600,Technology,AI Researcher,Cybersecurity,Cloud Computing,React,82,11.6,54,2019
Canada,North America,McGill University,Master,Engineering,2025,81.1,86.8,81800,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,Lean Six Sigma,45,90.0,62,2025
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Data Science & AI,2025,94.7,99.7,79800,Technology/Consulting,NLP Specialist,Big Data,Data Visualization,Deep Learning,100,90.0,69,2025
Germany,Europe,TU Munich,Master,Engineering,2021,83.7,87.8,76000,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,Project Management,53,56.1,67,2021
India,Asia-Pacific,IIT Delhi,PhD,Engineering,2020,88.4,93.2,33800,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,MATLAB,Project Management,60,34.0,76,2020
USA,North America,Georgia Tech,PhD,Business & Finance,2024,87.5,91.3,133800,Finance/Consulting,Marketing Manager,Market Research,Financial Modeling,Excel,63,87.9,73,2024
Sweden,Europe,KTH Royal Institute of Technology,PhD,Data Science & AI,2016,99.0,100.0,89700,Technology/Consulting,AI Consultant,NLP,Big Data,Data Visualization,79,5.0,98,2016
Germany,Europe,Humboldt University,Master,Natural Sciences,2018,87.0,91.8,52900,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,52,10.9,79,2018
France,Europe,PSL University,Master,Healthcare & Medicine,2018,87.2,93.5,65900,Healthcare,Biomedical Researcher,Patient Care,Clinical Research,Diagnostics,38,7.1,100,2018
USA,North America,MIT,Bachelor,Social Sciences,2020,85.7,89.6,49400,Government/NGO,Sociologist,Data Analysis,Qualitative Research,Public Policy,65,46.5,86,2020
Japan,Asia-Pacific,Kyoto University,PhD,Business & Finance,2024,92.9,96.8,91400,Finance/Consulting,Marketing Manager,Excel,Data Analysis,Strategic Planning,70,82.5,53,2024
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2025,83.8,87.9,26700,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Statistical Analysis,94,81.6,87,2025
Mexico,Latin America,UNAM,Master,Business & Finance,2021,81.2,84.5,32600,Finance/Consulting,Marketing Manager,Market Research,Data Analysis,Financial Modeling,54,44.8,43,2021
France,Europe,PSL University,Bachelor,Engineering,2020,72.6,80.3,47600,Manufacturing/Construction,Mechanical Engineer,MATLAB,Lean Six Sigma,AutoCAD,66,47.9,78,2020
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2020,99.0,100.0,49800,Technology,Data Scientist,Java,DevOps,Cybersecurity,81,47.5,50,2020
Japan,Asia-Pacific,Kyoto University,Master,Data Science & AI,2022,91.4,96.7,92400,Technology/Consulting,Machine Learning Engineer,Deep Learning,Machine Learning,NLP,96,69.1,70,2022
Mexico,Latin America,UNAM,Bachelor,Data Science & AI,2024,82.5,86.4,28600,Technology/Consulting,NLP Specialist,Machine Learning,R,Deep Learning,93,84.4,88,2024
Canada,North America,University of Toronto,PhD,Data Science & AI,2025,86.1,93.2,130100,Technology/Consulting,Data Analyst,Big Data,NLP,Deep Learning,100,90.0,67,2025
Netherlands,Europe,TU Delft,Master,Natural Sciences,2020,98.4,100.0,65800,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Experimental Design,46,34.1,79,2020
Israel,Middle East & Africa,Technion,PhD,Natural Sciences,2022,83.8,89.6,84500,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Scientific Writing,79,73.1,82,2022
UAE,Middle East & Africa,Khalifa University,PhD,Natural Sciences,2020,87.6,94.0,71600,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Scientific Writing,62,22.7,58,2020
Singapore,Asia-Pacific,NTU,Bachelor,Healthcare & Medicine,2019,79.9,84.9,67700,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Diagnostics,50,23.1,67,2019
Singapore,Asia-Pacific,NUS,Master,Healthcare & Medicine,2022,83.4,87.3,106900,Healthcare,Medical Doctor,Medical Coding,Patient Care,Diagnostics,64,50.9,63,2022
Canada,North America,University of Toronto,PhD,Engineering,2025,81.8,90.5,109500,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,Project Management,73,90.0,78,2025
Netherlands,Europe,University of Amsterdam,Master,Engineering,2024,80.8,85.2,82000,Manufacturing/Construction,Electrical Engineer,SolidWorks,Lean Six Sigma,MATLAB,69,90.0,86,2024
Brazil,Latin America,University of São Paulo,Master,Computer Science,2016,95.1,99.7,28500,Technology,AI Researcher,Cloud Computing,Python,React,72,7.6,67,2016
Netherlands,Europe,TU Delft,Bachelor,Data Science & AI,2020,90.5,95.7,73000,Technology/Consulting,Machine Learning Engineer,NLP,Big Data,Machine Learning,65,36.9,66,2020
USA,North America,UC Berkeley,PhD,Engineering,2017,83.1,87.2,98500,Manufacturing/Construction,Electrical Engineer,AutoCAD,MATLAB,Lean Six Sigma,54,10.6,55,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2015,80.4,87.8,13800,Finance/Consulting,Investment Banker,Market Research,Excel,Financial Modeling,52,6.7,75,2015
Netherlands,Europe,TU Delft,Master,Engineering,2015,85.8,91.9,69000,Manufacturing/Construction,Robotics Engineer,Project Management,AutoCAD,SolidWorks,57,17.2,86,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Engineering,2023,88.3,91.2,51900,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Project Management,MATLAB,50,71.6,71,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2017,94.1,95.4,54200,Technology/Consulting,Data Analyst,NLP,R,Big Data,68,7.6,45,2017
Germany,Europe,TU Munich,Bachelor,Social Sciences,2022,73.2,77.0,56300,Government/NGO,Economist,Qualitative Research,Communication,Public Policy,73,66.5,53,2022
Canada,North America,McGill University,Master,Social Sciences,2018,82.7,92.4,57700,Government/NGO,Economist,Communication,Public Policy,Data Analysis,60,9.3,57,2018
Mexico,Latin America,UNAM,PhD,Data Science & AI,2015,88.9,96.6,30600,Technology/Consulting,Machine Learning Engineer,Data Visualization,NLP,Machine Learning,70,12.8,92,2015
Israel,Middle East & Africa,Technion,PhD,Engineering,2021,89.4,94.5,92200,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,SolidWorks,AutoCAD,66,41.7,58,2021
Netherlands,Europe,TU Delft,Bachelor,Computer Science,2022,99.0,100.0,67400,Technology,Software Engineer,Python,Java,DevOps,96,58.1,60,2022
Singapore,Asia-Pacific,NUS,PhD,Social Sciences,2023,80.6,81.5,86100,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Public Policy,58,64.4,67,2023
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2019,84.8,89.8,24200,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Laboratory Skills,52,5.0,61,2019
Mexico,Latin America,UNAM,Bachelor,Engineering,2018,82.3,89.1,15000,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,AutoCAD,65,13.8,67,2018
Canada,North America,McGill University,Bachelor,Data Science & AI,2023,86.3,88.2,74400,Technology/Consulting,Data Analyst,NLP,Big Data,Deep Learning,95,68.3,51,2023
Sweden,Europe,Karolinska Institute,Master,Computer Science,2021,86.9,92.0,74700,Technology,Data Scientist,Java,Cybersecurity,Cloud Computing,92,46.5,40,2021
Singapore,Asia-Pacific,NUS,Master,Engineering,2025,80.5,85.0,95600,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Project Management,AutoCAD,63,90.0,70,2025
UAE,Middle East & Africa,Khalifa University,Master,Social Sciences,2022,83.3,87.5,61000,Government/NGO,Policy Analyst,Communication,Public Policy,Data Analysis,59,73.8,78,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Natural Sciences,2023,86.1,92.2,20700,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Statistical Analysis,75,54.2,73,2023
USA,North America,Stanford,Master,Engineering,2021,89.6,96.5,89400,Manufacturing/Construction,Robotics Engineer,AutoCAD,MATLAB,SolidWorks,55,53.7,72,2021
Switzerland,Europe,EPFL,PhD,Data Science & AI,2021,87.9,93.6,166200,Technology/Consulting,NLP Specialist,Machine Learning,R,Big Data,79,52.8,59,2021
Canada,North America,McGill University,Master,Healthcare & Medicine,2016,97.1,100.0,72300,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Clinical Research,42,9.7,58,2016
Canada,North America,UBC,Master,Computer Science,2016,91.8,93.8,67800,Technology,AI Researcher,Cybersecurity,React,Cloud Computing,61,20.3,76,2016
Mexico,Latin America,UNAM,PhD,Social Sciences,2016,85.1,91.2,19400,Government/NGO,Sociologist,Data Analysis,Communication,Public Policy,61,9.4,84,2016
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2017,76.0,81.3,7100,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Experimental Design,57,5.4,73,2017
Canada,North America,University of Toronto,Master,Engineering,2025,79.9,86.9,83300,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,MATLAB,79,80.0,54,2025
USA,North America,MIT,Bachelor,Data Science & AI,2016,89.9,93.6,71600,Technology/Consulting,NLP Specialist,Deep Learning,Big Data,NLP,82,11.7,76,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Healthcare & Medicine,2025,98.8,98.8,126700,Healthcare,Pharmacist,Diagnostics,Patient Care,Clinical Research,78,90.0,63,2025
UK,Europe,Cambridge,Master,Business & Finance,2022,80.9,86.1,84200,Finance/Consulting,Financial Analyst,Strategic Planning,Financial Modeling,Excel,67,90.0,90,2022
Netherlands,Europe,University of Amsterdam,PhD,Natural Sciences,2015,78.4,83.7,70400,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Scientific Writing,41,14.1,72,2015
India,Asia-Pacific,IISc Bangalore,Bachelor,Social Sciences,2025,80.4,83.7,13200,Government/NGO,Policy Analyst,Communication,Public Policy,Data Analysis,71,81.4,70,2025
Mexico,Latin America,UNAM,Bachelor,Computer Science,2023,89.7,94.0,28800,Technology,AI Researcher,React,SQL,Cybersecurity,88,77.0,53,2023
Germany,Europe,TU Munich,Bachelor,Computer Science,2017,96.6,100.0,60800,Technology,AI Researcher,Python,Cybersecurity,SQL,74,13.2,76,2017
Canada,North America,McGill University,Master,Data Science & AI,2019,81.1,83.0,89300,Technology/Consulting,NLP Specialist,Big Data,Data Visualization,R,88,5.0,76,2019
USA,North America,MIT,Bachelor,Business & Finance,2023,75.0,80.7,78400,Finance/Consulting,Management Consultant,Data Analysis,Market Research,Strategic Planning,68,90.0,60,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Data Science & AI,2024,93.0,96.7,112200,Technology/Consulting,AI Consultant,Data Visualization,Big Data,NLP,95,85.7,70,2024
Canada,North America,University of Toronto,Master,Data Science & AI,2021,88.3,91.6,92000,Technology/Consulting,AI Consultant,NLP,Machine Learning,R,89,47.8,68,2021
USA,North America,UC Berkeley,Bachelor,Data Science & AI,2020,91.3,93.5,84300,Technology/Consulting,Data Analyst,NLP,Deep Learning,Data Visualization,92,41.2,66,2020
Canada,North America,McGill University,PhD,Business & Finance,2024,84.2,90.7,114400,Finance/Consulting,Investment Banker,Strategic Planning,Data Analysis,Market Research,73,87.2,90,2024
Canada,North America,University of Toronto,PhD,Social Sciences,2021,82.2,85.0,80300,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,78,47.6,62,2021
Australia,Asia-Pacific,University of Sydney,PhD,Computer Science,2017,94.7,100.0,92100,Technology,Data Scientist,Cloud Computing,SQL,Python,58,12.3,62,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2018,78.4,82.5,61300,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,47,16.4,64,2018
Australia,Asia-Pacific,University of Sydney,PhD,Healthcare & Medicine,2023,96.5,98.8,121800,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,72,87.8,78,2023
South Korea,Asia-Pacific,KAIST,Bachelor,Data Science & AI,2020,94.4,100.0,57100,Technology/Consulting,AI Consultant,R,NLP,Deep Learning,92,44.4,83,2020
China,Asia-Pacific,Peking University,PhD,Computer Science,2021,96.9,99.9,58600,Technology,Data Scientist,Cybersecurity,SQL,React,78,19.2,76,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2022,96.8,100.0,76000,Healthcare,Pharmacist,Medical Coding,Clinical Research,Patient Care,75,49.2,85,2022
China,Asia-Pacific,Fudan University,PhD,Natural Sciences,2025,86.8,93.4,66700,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Scientific Writing,71,84.8,81,2025
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2022,87.9,89.4,26300,Healthcare,Medical Doctor,Patient Care,Medical Coding,Diagnostics,56,66.4,77,2022
Germany,Europe,TU Munich,Bachelor,Natural Sciences,2024,80.9,82.1,58200,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,64,73.2,60,2024
Canada,North America,University of Toronto,Master,Data Science & AI,2019,86.9,90.7,88500,Technology/Consulting,AI Consultant,Big Data,R,Deep Learning,57,8.5,53,2019
Mexico,Latin America,UNAM,Master,Natural Sciences,2024,76.5,81.7,26000,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Scientific Writing,66,90.0,77,2024
USA,North America,Harvard,Master,Healthcare & Medicine,2021,84.9,90.0,93400,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Clinical Research,52,20.3,90,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2020,82.6,86.4,56200,Manufacturing/Construction,Civil Engineer,AutoCAD,Project Management,Lean Six Sigma,64,33.0,73,2020
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2024,98.8,100.0,29000,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Patient Care,80,80.4,62,2024
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2024,93.7,100.0,32200,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Diagnostics,71,71.1,70,2024
South Africa,Middle East & Africa,University of Cape Town,Master,Social Sciences,2020,88.0,94.8,36200,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,67,47.0,87,2020
USA,North America,Georgia Tech,PhD,Data Science & AI,2015,86.2,91.4,112100,Technology/Consulting,Data Analyst,Deep Learning,R,NLP,61,5.0,59,2015
Brazil,Latin America,University of São Paulo,Bachelor,Natural Sciences,2018,80.7,86.4,32400,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Scientific Writing,43,5.0,57,2018
France,Europe,Ecole Polytechnique,Bachelor,Social Sciences,2016,81.7,87.9,43300,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Data Analysis,59,7.0,90,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Natural Sciences,2015,90.0,95.9,72100,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Statistical Analysis,32,6.3,43,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2017,92.9,93.4,50600,Technology,Cybersecurity Analyst,SQL,React,Python,77,7.3,47,2017
Mexico,Latin America,UNAM,Master,Data Science & AI,2018,91.8,96.2,37700,Technology/Consulting,AI Consultant,Machine Learning,R,Deep Learning,72,5.0,50,2018
USA,North America,Stanford,PhD,Natural Sciences,2020,80.6,85.7,103300,Research/Academia,Biologist,Laboratory Skills,Experimental Design,Scientific Writing,39,26.8,79,2020
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2020,88.8,96.5,23900,Finance/Consulting,Financial Analyst,Strategic Planning,Market Research,Financial Modeling,57,44.7,65,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2015,85.7,91.1,55600,Manufacturing/Construction,Mechanical Engineer,Project Management,MATLAB,Lean Six Sigma,52,17.2,78,2015
Germany,Europe,TU Munich,Bachelor,Computer Science,2018,79.0,85.0,69100,Technology,Cybersecurity Analyst,Java,Cloud Computing,DevOps,70,18.8,93,2018
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2022,90.7,99.2,43700,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Strategic Planning,64,84.7,69,2022
Netherlands,Europe,University of Amsterdam,Master,Engineering,2015,85.6,89.9,59400,Manufacturing/Construction,Electrical Engineer,Project Management,MATLAB,SolidWorks,50,17.0,70,2015
UK,Europe,Oxford,Bachelor,Engineering,2024,81.8,85.4,54700,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,MATLAB,Project Management,76,87.0,92,2024
UK,Europe,Cambridge,Master,Social Sciences,2017,86.7,90.4,54100,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Qualitative Research,62,19.8,59,2017
USA,North America,MIT,Master,Social Sciences,2017,78.5,81.8,71000,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,56,13.6,83,2017
Canada,North America,University of Toronto,Master,Natural Sciences,2021,83.4,87.1,61500,Research/Academia,Physicist,Scientific Writing,Experimental Design,Statistical Analysis,47,40.7,58,2021
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2019,87.0,89.1,21000,Research/Academia,Biologist,Experimental Design,Laboratory Skills,Scientific Writing,61,5.0,79,2019
Canada,North America,McGill University,PhD,Healthcare & Medicine,2018,87.7,94.3,99100,Healthcare,Biomedical Researcher,Diagnostics,Clinical Research,Patient Care,50,8.4,40,2018
Australia,Asia-Pacific,University of Melbourne,Bachelor,Engineering,2020,84.1,89.1,67900,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,AutoCAD,MATLAB,44,52.1,60,2020
Mexico,Latin America,UNAM,PhD,Data Science & AI,2023,99.0,100.0,41200,Technology/Consulting,NLP Specialist,NLP,Deep Learning,Big Data,93,75.6,75,2023
Sweden,Europe,KTH Royal Institute of Technology,Master,Healthcare & Medicine,2016,93.1,98.7,72200,Healthcare,Medical Doctor,Patient Care,Clinical Research,Medical Coding,51,17.6,50,2016
USA,North America,MIT,PhD,Business & Finance,2023,87.1,93.5,133300,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Excel,77,69.1,41,2023
Israel,Middle East & Africa,Technion,PhD,Computer Science,2022,88.0,91.6,116500,Technology,AI Researcher,SQL,Python,DevOps,71,55.2,61,2022
USA,North America,Georgia Tech,Bachelor,Data Science & AI,2016,93.5,100.0,61800,Technology/Consulting,AI Consultant,Big Data,NLP,R,78,9.0,69,2016
Switzerland,Europe,EPFL,PhD,Natural Sciences,2016,83.5,88.4,101200,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,43,18.4,47,2016
Netherlands,Europe,University of Amsterdam,PhD,Data Science & AI,2018,92.5,100.0,103600,Technology/Consulting,Data Analyst,Deep Learning,Big Data,Data Visualization,79,8.2,66,2018
UK,Europe,Imperial College London,Master,Engineering,2017,75.5,79.0,64400,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,Lean Six Sigma,36,5.4,71,2017
Singapore,Asia-Pacific,NTU,PhD,Social Sciences,2021,73.1,77.8,86400,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,67,48.4,60,2021
France,Europe,Ecole Polytechnique,Master,Business & Finance,2015,78.5,82.3,57200,Finance/Consulting,Management Consultant,Excel,Data Analysis,Market Research,51,21.5,58,2015
Canada,North America,McGill University,Bachelor,Natural Sciences,2017,79.7,83.4,45500,Research/Academia,Biologist,Laboratory Skills,Statistical Analysis,Scientific Writing,64,5.0,62,2017
Canada,North America,University of Toronto,PhD,Business & Finance,2022,81.5,84.9,109900,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Data Analysis,68,69.1,73,2022
Germany,Europe,Humboldt University,PhD,Data Science & AI,2021,95.3,99.5,112100,Technology/Consulting,NLP Specialist,Deep Learning,R,NLP,89,64.8,40,2021
Mexico,Latin America,UNAM,Bachelor,Engineering,2020,71.3,81.2,21600,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,Project Management,AutoCAD,55,47.5,69,2020
Canada,North America,McGill University,PhD,Computer Science,2017,88.4,96.6,91200,Technology,Software Engineer,SQL,Cybersecurity,Java,83,19.7,70,2017
Australia,Asia-Pacific,ANU,Bachelor,Engineering,2024,78.7,83.1,72500,Manufacturing/Construction,Electrical Engineer,MATLAB,AutoCAD,SolidWorks,57,80.8,58,2024
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2020,90.9,96.4,30100,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Patient Care,76,39.6,81,2020
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2017,89.5,96.8,38000,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,50,11.1,50,2017
Canada,North America,McGill University,Bachelor,Data Science & AI,2025,91.4,96.4,84200,Technology/Consulting,AI Consultant,R,Big Data,Machine Learning,100,77.9,94,2025
USA,North America,Stanford,PhD,Computer Science,2018,92.6,97.3,119900,Technology,Software Engineer,React,Cybersecurity,Python,80,17.6,71,2018
Australia,Asia-Pacific,ANU,Bachelor,Social Sciences,2017,80.1,88.7,45400,Government/NGO,Economist,Public Policy,Communication,Data Analysis,50,9.9,91,2017
UK,Europe,Cambridge,Bachelor,Data Science & AI,2019,95.7,98.9,65100,Technology/Consulting,Data Analyst,Big Data,Machine Learning,R,75,17.4,59,2019
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2021,84.3,87.3,29500,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Data Analysis,57,51.1,70,2021
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2015,99.0,100.0,50400,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Medical Coding,51,13.4,92,2015
USA,North America,UC Berkeley,Bachelor,Healthcare & Medicine,2023,91.5,97.8,90700,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Medical Coding,72,60.7,72,2023
Australia,Asia-Pacific,University of Sydney,PhD,Business & Finance,2025,82.0,87.2,129700,Finance/Consulting,Management Consultant,Data Analysis,Excel,Strategic Planning,67,66.9,70,2025
Canada,North America,UBC,Bachelor,Engineering,2019,77.4,80.1,59400,Manufacturing/Construction,Civil Engineer,Project Management,AutoCAD,MATLAB,49,13.8,99,2019
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2017,73.3,80.0,29400,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,SolidWorks,47,7.1,63,2017
Canada,North America,University of Toronto,PhD,Data Science & AI,2023,97.8,100.0,126700,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,R,85,74.6,78,2023
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2024,74.8,79.9,78300,Research/Academia,Biologist,Experimental Design,Laboratory Skills,Statistical Analysis,57,79.5,66,2024
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2018,79.0,81.0,69200,Government/NGO,Policy Analyst,Public Policy,Communication,Data Analysis,35,9.3,63,2018
Netherlands,Europe,University of Amsterdam,Master,Computer Science,2017,97.9,100.0,66600,Technology,Software Engineer,React,Python,SQL,88,18.1,40,2017
India,Asia-Pacific,IISc Bangalore,Bachelor,Healthcare & Medicine,2020,88.0,88.0,24400,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Diagnostics,45,47.7,100,2020
USA,North America,Harvard,PhD,Computer Science,2020,94.6,99.6,126900,Technology,Data Scientist,SQL,Java,Cloud Computing,96,61.5,61,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2017,80.8,88.4,58400,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Clinical Research,53,10.9,43,2017
Canada,North America,McGill University,PhD,Social Sciences,2021,81.5,86.9,72200,Government/NGO,Economist,Qualitative Research,Data Analysis,Communication,58,39.6,58,2021
Germany,Europe,Humboldt University,Bachelor,Natural Sciences,2023,81.2,87.4,62300,Research/Academia,Chemist,Experimental Design,Scientific Writing,Laboratory Skills,57,40.5,62,2023
Mexico,Latin America,UNAM,PhD,Data Science & AI,2025,94.7,100.0,41800,Technology/Consulting,Data Analyst,Machine Learning,Big Data,Data Visualization,96,90.0,78,2025
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2023,81.7,90.3,20900,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Data Analysis,84,64.2,73,2023
Germany,Europe,Humboldt University,PhD,Natural Sciences,2017,87.1,95.2,68200,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Scientific Writing,54,6.7,75,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Business & Finance,2024,80.4,85.8,64000,Finance/Consulting,Investment Banker,Financial Modeling,Data Analysis,Strategic Planning,66,90.0,81,2024
Mexico,Latin America,UNAM,Master,Computer Science,2025,86.2,90.7,28300,Technology,Cloud Architect,Python,DevOps,Cloud Computing,97,90.0,60,2025
UK,Europe,Oxford,PhD,Natural Sciences,2019,81.3,88.1,76600,Research/Academia,Environmental Scientist,Statistical Analysis,Laboratory Skills,Scientific Writing,61,8.4,73,2019
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Business & Finance,2023,77.2,83.0,78700,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Data Analysis,65,74.3,60,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2022,86.8,89.9,54500,Government/NGO,Economist,Qualitative Research,Communication,Public Policy,50,47.1,52,2022
Mexico,Latin America,UNAM,PhD,Natural Sciences,2021,76.0,80.4,32900,Research/Academia,Physicist,Experimental Design,Laboratory Skills,Statistical Analysis,68,54.2,64,2021
France,Europe,Ecole Polytechnique,Bachelor,Data Science & AI,2024,90.5,95.1,70900,Technology/Consulting,AI Consultant,Big Data,NLP,Deep Learning,85,90.0,82,2024
India,Asia-Pacific,IISc Bangalore,Master,Social Sciences,2021,78.8,83.6,33300,Government/NGO,Economist,Public Policy,Qualitative Research,Communication,48,41.9,98,2021
UAE,Middle East & Africa,Khalifa University,Master,Social Sciences,2022,90.8,93.4,58500,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Data Analysis,53,56.6,69,2022
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2024,93.5,97.7,49500,Healthcare,Medical Doctor,Diagnostics,Patient Care,Clinical Research,66,76.8,56,2024
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Social Sciences,2022,88.1,89.5,78400,Government/NGO,Sociologist,Communication,Data Analysis,Qualitative Research,80,56.6,58,2022
Mexico,Latin America,UNAM,PhD,Engineering,2024,90.4,97.7,41600,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,MATLAB,AutoCAD,73,90.0,44,2024
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2025,86.7,94.1,37800,Healthcare,Medical Doctor,Medical Coding,Clinical Research,Patient Care,66,90.0,78,2025
Mexico,Latin America,UNAM,Master,Data Science & AI,2020,88.3,95.9,26800,Technology/Consulting,NLP Specialist,Machine Learning,Big Data,Deep Learning,72,41.2,58,2020
Canada,North America,University of Toronto,Bachelor,Natural Sciences,2015,79.8,83.2,42800,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,40,11.4,57,2015
Canada,North America,McGill University,Master,Healthcare & Medicine,2024,86.6,91.4,91300,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Medical Coding,77,90.0,59,2024
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2018,88.0,95.1,56900,Technology,Cloud Architect,Python,Cybersecurity,React,68,5.6,58,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Business & Finance,2019,84.1,90.5,66500,Finance/Consulting,Marketing Manager,Market Research,Strategic Planning,Excel,48,5.1,56,2019
Singapore,Asia-Pacific,NUS,PhD,Data Science & AI,2021,91.9,95.0,129200,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,NLP,84,72.6,62,2021
China,Asia-Pacific,Tsinghua University,Bachelor,Engineering,2015,82.8,86.7,28100,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,Lean Six Sigma,56,6.4,97,2015
Canada,North America,UBC,Bachelor,Computer Science,2020,86.9,90.7,66800,Technology,Cloud Architect,DevOps,Cloud Computing,Python,74,53.7,50,2020
Australia,Asia-Pacific,University of Melbourne,Master,Healthcare & Medicine,2025,88.4,93.4,100600,Healthcare,Medical Doctor,Medical Coding,Patient Care,Diagnostics,67,75.1,64,2025
Israel,Middle East & Africa,Technion,PhD,Computer Science,2023,89.9,96.2,119900,Technology,Software Engineer,DevOps,Java,SQL,95,69.2,73,2023
USA,North America,Stanford,Master,Data Science & AI,2016,89.1,96.2,81300,Technology/Consulting,AI Consultant,Machine Learning,Deep Learning,R,67,6.3,100,2016
Japan,Asia-Pacific,University of Tokyo,PhD,Healthcare & Medicine,2015,95.3,100.0,86100,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Medical Coding,30,6.1,62,2015
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2019,78.8,78.8,20100,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,Lean Six Sigma,61,12.7,94,2019
Canada,North America,McGill University,PhD,Healthcare & Medicine,2021,88.6,88.6,107700,Healthcare,Pharmacist,Diagnostics,Clinical Research,Patient Care,59,59.0,60,2021
Germany,Europe,TU Munich,Bachelor,Healthcare & Medicine,2015,88.7,94.0,69200,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Diagnostics,36,11.4,40,2015
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2022,94.9,100.0,41900,Technology/Consulting,AI Consultant,Data Visualization,R,Big Data,73,61.6,78,2022
Australia,Asia-Pacific,University of Melbourne,PhD,Business & Finance,2020,78.7,78.9,107800,Finance/Consulting,Financial Analyst,Strategic Planning,Financial Modeling,Data Analysis,63,38.5,61,2020
China,Asia-Pacific,Peking University,Bachelor,Engineering,2019,79.8,82.1,37900,Manufacturing/Construction,Mechanical Engineer,MATLAB,Lean Six Sigma,AutoCAD,38,5.0,100,2019
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Social Sciences,2018,80.9,85.6,44500,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Communication,53,15.8,62,2018
Canada,North America,University of Toronto,PhD,Engineering,2025,81.3,90.1,113500,Manufacturing/Construction,Robotics Engineer,SolidWorks,Lean Six Sigma,AutoCAD,77,90.0,61,2025
Australia,Asia-Pacific,ANU,PhD,Social Sciences,2018,81.4,86.7,78900,Government/NGO,Sociologist,Communication,Data Analysis,Qualitative Research,72,5.0,73,2018
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2025,92.6,96.7,39100,Healthcare,Biomedical Researcher,Medical Coding,Clinical Research,Patient Care,90,77.1,91,2025
China,Asia-Pacific,Peking University,Bachelor,Healthcare & Medicine,2020,99.0,100.0,45900,Healthcare,Pharmacist,Diagnostics,Patient Care,Clinical Research,51,54.9,41,2020
USA,North America,Harvard,Bachelor,Healthcare & Medicine,2025,87.6,92.9,84400,Healthcare,Medical Doctor,Clinical Research,Patient Care,Medical Coding,85,88.1,60,2025
South Korea,Asia-Pacific,KAIST,Master,Data Science & AI,2022,93.6,99.5,73000,Technology/Consulting,AI Consultant,Deep Learning,R,NLP,82,40.4,56,2022
France,Europe,Ecole Polytechnique,PhD,Social Sciences,2019,83.9,88.3,70200,Government/NGO,Sociologist,Public Policy,Qualitative Research,Data Analysis,69,5.0,66,2019
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2019,87.8,93.0,32900,Technology/Consulting,AI Consultant,Big Data,Deep Learning,Machine Learning,76,5.0,72,2019
Netherlands,Europe,TU Delft,Bachelor,Engineering,2016,80.8,88.6,43200,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,Project Management,SolidWorks,49,5.0,68,2016
USA,North America,Stanford,PhD,Healthcare & Medicine,2024,96.0,100.0,139400,Healthcare,Pharmacist,Patient Care,Diagnostics,Clinical Research,85,90.0,67,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2017,79.3,84.4,55500,Research/Academia,Chemist,Experimental Design,Scientific Writing,Statistical Analysis,50,13.8,91,2017
Canada,North America,UBC,Master,Engineering,2020,85.9,92.7,78500,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,Lean Six Sigma,65,28.6,95,2020
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2025,90.1,94.3,39100,Technology/Consulting,NLP Specialist,Deep Learning,R,NLP,96,90.0,66,2025
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2016,94.5,100.0,90100,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Diagnostics,59,11.7,65,2016
Japan,Asia-Pacific,Kyoto University,Master,Computer Science,2022,91.6,95.6,76000,Technology,Data Scientist,DevOps,React,SQL,82,42.5,67,2022
Israel,Middle East & Africa,Technion,Master,Engineering,2018,82.9,91.0,77800,Manufacturing/Construction,Electrical Engineer,SolidWorks,Project Management,MATLAB,53,12.4,81,2018
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2015,92.0,94.9,34100,Technology/Consulting,Machine Learning Engineer,Big Data,NLP,Machine Learning,78,19.3,65,2015
USA,North America,Georgia Tech,PhD,Healthcare & Medicine,2020,99.0,100.0,131700,Healthcare,Biomedical Researcher,Diagnostics,Clinical Research,Medical Coding,61,33.0,68,2020
India,Asia-Pacific,IIT Bombay,PhD,Computer Science,2023,97.5,100.0,42400,Technology,AI Researcher,Cybersecurity,DevOps,SQL,82,75.6,82,2023
India,Asia-Pacific,IISc Bangalore,Master,Business & Finance,2019,77.1,81.7,28600,Finance/Consulting,Marketing Manager,Market Research,Excel,Data Analysis,67,5.0,40,2019
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2020,92.6,98.8,39400,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Medical Coding,49,47.4,74,2020
UAE,Middle East & Africa,Khalifa University,Bachelor,Engineering,2016,87.1,92.4,45000,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Lean Six Sigma,MATLAB,48,8.1,40,2016
France,Europe,PSL University,PhD,Healthcare & Medicine,2022,94.3,98.9,104400,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Diagnostics,76,46.2,61,2022
South Africa,Middle East & Africa,University of Cape Town,Master,Natural Sciences,2016,79.9,85.0,22700,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Statistical Analysis,56,8.3,56,2016
Switzerland,Europe,EPFL,PhD,Computer Science,2016,99.0,100.0,139000,Technology,Software Engineer,Java,React,SQL,64,17.4,48,2016
Switzerland,Europe,EPFL,Master,Natural Sciences,2023,77.8,80.5,97600,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Scientific Writing,63,61.4,70,2023
UAE,Middle East & Africa,Khalifa University,Master,Healthcare & Medicine,2015,88.1,92.4,73200,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Diagnostics,47,14.0,67,2015
Mexico,Latin America,UNAM,Master,Data Science & AI,2017,94.2,100.0,32600,Technology/Consulting,Data Analyst,Big Data,Data Visualization,NLP,87,5.0,62,2017
France,Europe,PSL University,PhD,Natural Sciences,2025,81.7,81.7,93100,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Laboratory Skills,67,90.0,40,2025
Canada,North America,University of Toronto,Bachelor,Social Sciences,2021,76.4,82.1,54100,Government/NGO,Policy Analyst,Public Policy,Communication,Data Analysis,59,37.1,53,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2023,85.4,90.1,52800,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,Lean Six Sigma,60,60.7,87,2023
Japan,Asia-Pacific,University of Tokyo,Bachelor,Social Sciences,2021,85.9,91.9,46400,Government/NGO,Sociologist,Public Policy,Communication,Data Analysis,64,37.8,66,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2020,80.9,88.0,67000,Technology/Consulting,Data Analyst,Machine Learning,Deep Learning,R,73,52.0,83,2020
Brazil,Latin America,University of São Paulo,Bachelor,Data Science & AI,2023,93.1,96.8,34500,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,NLP,100,70.4,74,2023
Netherlands,Europe,TU Delft,Bachelor,Social Sciences,2020,75.3,81.3,40100,Government/NGO,Economist,Data Analysis,Communication,Public Policy,62,32.1,48,2020
India,Asia-Pacific,IISc Bangalore,Bachelor,Social Sciences,2015,86.0,89.8,7700,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Qualitative Research,46,17.3,53,2015
Canada,North America,UBC,Master,Business & Finance,2025,77.4,85.6,86700,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Excel,89,90.0,81,2025
Mexico,Latin America,UNAM,PhD,Business & Finance,2024,92.7,98.3,36700,Finance/Consulting,Investment Banker,Strategic Planning,Excel,Market Research,76,78.9,65,2024
Canada,North America,McGill University,Bachelor,Business & Finance,2025,82.7,90.6,80600,Finance/Consulting,Financial Analyst,Market Research,Financial Modeling,Excel,72,81.5,61,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Engineering,2022,78.1,80.9,70300,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,MATLAB,76,54.6,72,2022
Mexico,Latin America,UNAM,Master,Engineering,2019,78.3,86.2,27000,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,Lean Six Sigma,46,11.3,73,2019
China,Asia-Pacific,Fudan University,PhD,Business & Finance,2016,76.5,83.3,51800,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Excel,59,6.6,80,2016
Singapore,Asia-Pacific,NUS,Master,Healthcare & Medicine,2025,84.8,88.1,111600,Healthcare,Medical Doctor,Medical Coding,Patient Care,Diagnostics,81,90.0,61,2025
China,Asia-Pacific,Tsinghua University,Bachelor,Social Sciences,2023,77.4,81.5,25300,Government/NGO,Economist,Public Policy,Data Analysis,Qualitative Research,57,52.6,87,2023
Canada,North America,University of Toronto,Master,Business & Finance,2018,74.9,80.2,78300,Finance/Consulting,Investment Banker,Data Analysis,Strategic Planning,Excel,46,8.7,64,2018
Singapore,Asia-Pacific,NTU,PhD,Data Science & AI,2022,99.0,100.0,131500,Technology/Consulting,AI Consultant,Machine Learning,Big Data,Deep Learning,75,52.4,85,2022
UK,Europe,LSE,PhD,Natural Sciences,2015,79.2,87.1,58600,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,52,11.0,100,2015
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2023,86.5,90.9,75300,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,54,82.6,78,2023
Japan,Asia-Pacific,University of Tokyo,PhD,Engineering,2020,89.1,93.2,84200,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,AutoCAD,50,39.5,56,2020
Canada,North America,McGill University,Bachelor,Computer Science,2025,95.7,100.0,76200,Technology,Software Engineer,DevOps,Cybersecurity,React,91,89.1,82,2025
Canada,North America,McGill University,PhD,Natural Sciences,2015,72.0,78.0,67700,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Laboratory Skills,59,12.2,60,2015
Israel,Middle East & Africa,Technion,PhD,Business & Finance,2022,85.5,90.8,106300,Finance/Consulting,Financial Analyst,Excel,Strategic Planning,Market Research,62,78.2,55,2022
Netherlands,Europe,University of Amsterdam,Master,Business & Finance,2015,81.4,82.7,72100,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Data Analysis,48,14.8,64,2015
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2023,80.4,83.7,74100,Manufacturing/Construction,Civil Engineer,SolidWorks,AutoCAD,Lean Six Sigma,70,77.7,54,2023
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2017,85.0,88.3,20700,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Experimental Design,43,5.0,75,2017
UK,Europe,Oxford,PhD,Social Sciences,2020,79.6,84.6,70900,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,75,30.3,40,2020
Japan,Asia-Pacific,University of Tokyo,Bachelor,Computer Science,2022,89.4,93.0,59100,Technology,Software Engineer,React,Cybersecurity,Cloud Computing,90,68.4,40,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2018,99.0,100.0,70000,Technology/Consulting,NLP Specialist,Big Data,Machine Learning,NLP,82,15.9,70,2018
South Africa,Middle East & Africa,University of Cape Town,PhD,Engineering,2017,86.6,92.7,45100,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,AutoCAD,50,10.9,61,2017
Sweden,Europe,Karolinska Institute,Master,Natural Sciences,2024,75.4,78.8,68200,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,65,70.6,62,2024
China,Asia-Pacific,Peking University,Master,Natural Sciences,2017,83.3,90.2,33800,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Laboratory Skills,49,16.7,84,2017
Germany,Europe,Heidelberg University,Bachelor,Computer Science,2023,90.8,96.4,73600,Technology,Software Engineer,SQL,Cybersecurity,Python,97,82.2,90,2023
France,Europe,Ecole Polytechnique,PhD,Business & Finance,2016,85.8,93.5,78400,Finance/Consulting,Marketing Manager,Data Analysis,Strategic Planning,Financial Modeling,45,8.4,70,2016
USA,North America,Georgia Tech,Master,Business & Finance,2025,85.8,90.4,110800,Finance/Consulting,Investment Banker,Strategic Planning,Financial Modeling,Data Analysis,54,90.0,56,2025
Canada,North America,University of Toronto,Master,Natural Sciences,2021,74.9,80.6,58800,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Experimental Design,75,50.4,73,2021
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2022,82.3,88.3,27900,Technology/Consulting,Machine Learning Engineer,Data Visualization,Big Data,R,83,65.7,62,2022
USA,North America,UC Berkeley,Bachelor,Engineering,2020,80.7,89.0,66000,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,SolidWorks,68,34.9,49,2020
Switzerland,Europe,EPFL,Bachelor,Engineering,2015,86.6,89.7,64200,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Project Management,AutoCAD,46,16.6,45,2015
USA,North America,Georgia Tech,Master,Healthcare & Medicine,2015,90.0,92.7,93400,Healthcare,Pharmacist,Diagnostics,Clinical Research,Patient Care,47,6.4,76,2015
Germany,Europe,TU Munich,Bachelor,Natural Sciences,2019,70.4,75.0,46700,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Statistical Analysis,44,11.0,52,2019
Canada,North America,University of Toronto,PhD,Engineering,2023,83.9,88.5,101800,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,Lean Six Sigma,68,76.8,52,2023
Japan,Asia-Pacific,University of Tokyo,Master,Computer Science,2017,74.6,80.1,60900,Technology,AI Researcher,SQL,Java,Cloud Computing,70,5.1,74,2017
Germany,Europe,Heidelberg University,Bachelor,Computer Science,2025,87.6,90.7,81300,Technology,AI Researcher,DevOps,Python,Java,91,76.6,60,2025
Germany,Europe,Humboldt University,Master,Natural Sciences,2016,81.6,82.8,63300,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Laboratory Skills,34,10.8,82,2016
Singapore,Asia-Pacific,NTU,Master,Engineering,2021,83.5,91.2,77700,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,SolidWorks,80,53.3,77,2021
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2018,99.0,100.0,11900,Technology,Software Engineer,Java,DevOps,React,66,8.7,92,2018
Argentina,Latin America,University of Buenos Aires,PhD,Healthcare & Medicine,2015,93.6,100.0,38500,Healthcare,Public Health Specialist,Patient Care,Diagnostics,Medical Coding,50,5.0,92,2015
South Africa,Middle East & Africa,University of Cape Town,Master,Computer Science,2017,98.9,100.0,31900,Technology,Software Engineer,Python,SQL,Cybersecurity,80,19.1,100,2017
Australia,Asia-Pacific,ANU,Bachelor,Engineering,2021,76.0,77.2,64100,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,MATLAB,84,45.6,87,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Healthcare & Medicine,2021,98.9,100.0,88600,Healthcare,Pharmacist,Diagnostics,Clinical Research,Medical Coding,50,47.9,62,2021
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2019,92.7,99.0,46300,Healthcare,Medical Doctor,Medical Coding,Patient Care,Diagnostics,55,6.7,61,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Healthcare & Medicine,2016,94.1,95.2,95200,Healthcare,Pharmacist,Clinical Research,Medical Coding,Diagnostics,46,10.5,97,2016
Australia,Asia-Pacific,ANU,Bachelor,Computer Science,2021,85.4,95.2,76100,Technology,Cybersecurity Analyst,Cloud Computing,Python,React,81,62.5,52,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Social Sciences,2025,76.0,76.0,63400,Government/NGO,Economist,Qualitative Research,Public Policy,Data Analysis,91,90.0,56,2025
Australia,Asia-Pacific,University of Sydney,PhD,Business & Finance,2019,83.9,90.2,104800,Finance/Consulting,Financial Analyst,Data Analysis,Financial Modeling,Excel,70,8.6,56,2019
USA,North America,Georgia Tech,PhD,Business & Finance,2020,87.0,92.2,121500,Finance/Consulting,Financial Analyst,Excel,Data Analysis,Financial Modeling,81,35.6,56,2020
USA,North America,MIT,Bachelor,Engineering,2022,76.6,82.6,76500,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,Lean Six Sigma,55,56.0,98,2022
USA,North America,Stanford,Bachelor,Computer Science,2015,86.0,93.3,64000,Technology,Cybersecurity Analyst,Python,Cybersecurity,React,59,6.5,78,2015
France,Europe,Ecole Polytechnique,Master,Engineering,2024,87.4,90.9,78700,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Lean Six Sigma,SolidWorks,73,75.3,60,2024
Canada,North America,University of Toronto,Master,Natural Sciences,2015,78.5,84.1,61500,Research/Academia,Environmental Scientist,Laboratory Skills,Scientific Writing,Experimental Design,51,5.0,84,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Social Sciences,2022,70.1,75.6,45900,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Communication,56,71.0,48,2022
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2016,93.1,98.2,29200,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,59,5.0,94,2016
UK,Europe,Oxford,Bachelor,Healthcare & Medicine,2024,96.8,100.0,74400,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Clinical Research,67,67.2,61,2024
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2018,89.9,93.7,39900,Research/Academia,Physicist,Experimental Design,Laboratory Skills,Scientific Writing,30,8.9,65,2018
China,Asia-Pacific,Fudan University,PhD,Healthcare & Medicine,2025,95.6,100.0,72700,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,79,90.0,42,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2018,99.0,100.0,52400,Technology,Software Engineer,React,Cloud Computing,Python,79,11.8,76,2018
India,Asia-Pacific,IIT Delhi,Bachelor,Data Science & AI,2021,88.8,93.7,13700,Technology/Consulting,AI Consultant,Data Visualization,Machine Learning,NLP,94,50.5,45,2021
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2019,87.2,89.8,26300,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Medical Coding,49,12.7,88,2019
USA,North America,MIT,PhD,Engineering,2019,86.2,92.1,111400,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Project Management,MATLAB,59,13.5,40,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Engineering,2023,77.8,85.1,92500,Manufacturing/Construction,Civil Engineer,SolidWorks,MATLAB,AutoCAD,64,70.3,47,2023
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2023,96.1,100.0,55800,Technology/Consulting,AI Consultant,Machine Learning,Data Visualization,R,77,62.3,73,2023
Netherlands,Europe,TU Delft,Master,Social Sciences,2018,83.4,84.1,47600,Government/NGO,Economist,Data Analysis,Qualitative Research,Public Policy,51,19.0,76,2018
South Korea,Asia-Pacific,Seoul National University,Bachelor,Data Science & AI,2016,99.0,99.3,48700,Technology/Consulting,Data Analyst,Deep Learning,Big Data,Machine Learning,63,8.0,82,2016
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2025,88.7,95.7,61100,Technology,AI Researcher,DevOps,Python,Java,85,90.0,54,2025
Australia,Asia-Pacific,University of Melbourne,Master,Social Sciences,2021,78.8,85.9,62200,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Communication,56,49.6,77,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Data Science & AI,2021,94.4,99.9,66800,Technology/Consulting,Machine Learning Engineer,Data Visualization,Machine Learning,Big Data,77,46.5,70,2021
Switzerland,Europe,ETH Zurich,PhD,Engineering,2022,82.3,87.3,144100,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,SolidWorks,48,66.7,72,2022
Germany,Europe,Humboldt University,PhD,Social Sciences,2021,83.0,84.5,80900,Government/NGO,Economist,Public Policy,Qualitative Research,Data Analysis,58,48.0,81,2021
Canada,North America,UBC,PhD,Data Science & AI,2015,93.2,99.2,86900,Technology/Consulting,AI Consultant,Data Visualization,NLP,Big Data,63,10.4,60,2015
Sweden,Europe,Karolinska Institute,Master,Business & Finance,2015,79.2,82.8,59600,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Financial Modeling,56,6.3,56,2015
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2015,86.1,87.3,31700,Research/Academia,Biologist,Laboratory Skills,Scientific Writing,Experimental Design,42,11.2,74,2015
UK,Europe,Imperial College London,Master,Social Sciences,2025,87.0,93.7,55400,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Data Analysis,74,90.0,76,2025
France,Europe,PSL University,Master,Healthcare & Medicine,2021,99.0,100.0,79200,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Medical Coding,53,56.3,60,2021
France,Europe,PSL University,PhD,Social Sciences,2017,85.4,87.6,62000,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,52,11.3,63,2017
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2021,85.3,90.2,26000,Government/NGO,Economist,Communication,Data Analysis,Qualitative Research,64,63.8,77,2021
France,Europe,PSL University,PhD,Business & Finance,2021,78.2,84.6,91600,Finance/Consulting,Management Consultant,Market Research,Data Analysis,Excel,65,62.8,70,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Natural Sciences,2016,72.7,79.2,17800,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Laboratory Skills,46,12.2,71,2016
China,Asia-Pacific,Tsinghua University,Master,Computer Science,2023,90.8,94.0,51400,Technology,Cybersecurity Analyst,Cloud Computing,Cybersecurity,React,85,64.2,64,2023
India,Asia-Pacific,IIT Bombay,Bachelor,Data Science & AI,2019,88.9,95.7,22500,Technology/Consulting,AI Consultant,Deep Learning,R,Machine Learning,76,15.1,93,2019
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2016,85.7,91.3,29200,Manufacturing/Construction,Robotics Engineer,Project Management,AutoCAD,Lean Six Sigma,60,10.4,84,2016
Australia,Asia-Pacific,ANU,Master,Engineering,2020,79.5,86.2,82000,Manufacturing/Construction,Robotics Engineer,MATLAB,Project Management,AutoCAD,60,38.9,62,2020
Japan,Asia-Pacific,University of Tokyo,Bachelor,Computer Science,2025,95.0,100.0,62900,Technology,Data Scientist,React,Cybersecurity,DevOps,93,90.0,89,2025
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2015,75.7,83.3,63500,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,Lean Six Sigma,44,6.5,43,2015
Singapore,Asia-Pacific,NTU,PhD,Natural Sciences,2023,74.9,78.4,103500,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Laboratory Skills,71,77.2,60,2023
Israel,Middle East & Africa,Technion,Master,Business & Finance,2019,76.9,80.8,79400,Finance/Consulting,Investment Banker,Financial Modeling,Excel,Market Research,60,7.5,66,2019
USA,North America,MIT,Bachelor,Natural Sciences,2020,85.7,91.7,53200,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Statistical Analysis,67,52.9,57,2020
Germany,Europe,TU Munich,Bachelor,Social Sciences,2021,70.5,81.8,45700,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,60,60.4,51,2021
Netherlands,Europe,TU Delft,Bachelor,Social Sciences,2025,89.3,94.2,55200,Government/NGO,Economist,Data Analysis,Public Policy,Communication,59,88.6,40,2025
UK,Europe,Cambridge,Bachelor,Healthcare & Medicine,2022,94.1,99.0,67500,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Medical Coding,61,65.3,79,2022
USA,North America,Stanford,Master,Business & Finance,2016,81.7,91.6,73100,Finance/Consulting,Marketing Manager,Strategic Planning,Financial Modeling,Excel,38,9.6,99,2016
Canada,North America,UBC,PhD,Business & Finance,2015,80.4,85.8,91500,Finance/Consulting,Management Consultant,Financial Modeling,Data Analysis,Market Research,49,6.3,68,2015
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2025,90.6,94.1,77100,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,57,89.6,95,2025
China,Asia-Pacific,Fudan University,Bachelor,Computer Science,2018,88.3,94.9,36500,Technology,AI Researcher,DevOps,Cloud Computing,Java,74,19.3,69,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Business & Finance,2017,76.2,82.2,53800,Finance/Consulting,Investment Banker,Market Research,Data Analysis,Excel,56,9.7,62,2017
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2015,84.4,90.7,26100,Research/Academia,Environmental Scientist,Statistical Analysis,Experimental Design,Laboratory Skills,48,11.4,69,2015
Canada,North America,University of Toronto,PhD,Social Sciences,2023,82.0,87.0,81000,Government/NGO,Economist,Public Policy,Communication,Qualitative Research,92,73.1,79,2023
Germany,Europe,Humboldt University,PhD,Natural Sciences,2024,81.7,89.3,94900,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Scientific Writing,65,90.0,64,2024
USA,North America,UC Berkeley,Master,Natural Sciences,2018,83.1,85.9,66600,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Scientific Writing,61,5.0,65,2018
USA,North America,Harvard,PhD,Computer Science,2025,99.0,100.0,134800,Technology,AI Researcher,React,SQL,Cybersecurity,90,90.0,85,2025
South Korea,Asia-Pacific,Seoul National University,Bachelor,Engineering,2025,78.4,86.1,57100,Manufacturing/Construction,Civil Engineer,MATLAB,Lean Six Sigma,AutoCAD,79,90.0,73,2025
Netherlands,Europe,TU Delft,Bachelor,Natural Sciences,2016,75.5,82.9,41500,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Laboratory Skills,65,5.6,67,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Data Science & AI,2021,91.1,96.2,95300,Technology/Consulting,NLP Specialist,NLP,Data Visualization,Machine Learning,91,42.5,57,2021
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2024,77.7,80.2,26800,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Excel,63,76.7,93,2024
UK,Europe,Imperial College London,Bachelor,Social Sciences,2016,85.7,92.4,43100,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Public Policy,61,6.6,67,2016
USA,North America,UC Berkeley,Bachelor,Engineering,2018,78.9,85.3,61200,Manufacturing/Construction,Electrical Engineer,MATLAB,AutoCAD,Lean Six Sigma,57,16.6,52,2018
France,Europe,PSL University,PhD,Social Sciences,2016,76.8,81.9,60300,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,59,8.9,78,2016
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Computer Science,2015,81.7,87.8,21600,Technology,Cloud Architect,Cloud Computing,Python,DevOps,87,5.0,88,2015
USA,North America,Harvard,Bachelor,Computer Science,2017,83.3,86.1,70200,Technology,Cybersecurity Analyst,Python,Cloud Computing,SQL,74,8.0,50,2017
Argentina,Latin America,University of Buenos Aires,PhD,Healthcare & Medicine,2021,88.8,94.2,24400,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Clinical Research,61,45.0,73,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2016,93.2,98.0,40600,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Patient Care,61,5.2,66,2016
Canada,North America,McGill University,Master,Data Science & AI,2017,85.1,89.2,79600,Technology/Consulting,Machine Learning Engineer,Data Visualization,Big Data,NLP,53,19.6,55,2017
South Korea,Asia-Pacific,Seoul National University,PhD,Data Science & AI,2020,93.2,99.3,94100,Technology/Consulting,Machine Learning Engineer,NLP,Machine Learning,Deep Learning,75,42.1,79,2020
Mexico,Latin America,UNAM,Bachelor,Engineering,2018,83.9,88.1,23200,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,MATLAB,SolidWorks,51,5.0,77,2018
UAE,Middle East & Africa,Khalifa University,Master,Data Science & AI,2017,99.0,100.0,86000,Technology/Consulting,Data Analyst,Data Visualization,Machine Learning,NLP,66,5.0,85,2017
Sweden,Europe,Karolinska Institute,Bachelor,Engineering,2019,78.3,82.8,45500,Manufacturing/Construction,Electrical Engineer,MATLAB,SolidWorks,Lean Six Sigma,57,10.2,72,2019
South Korea,Asia-Pacific,KAIST,Master,Engineering,2015,81.3,81.9,37100,Manufacturing/Construction,Mechanical Engineer,MATLAB,AutoCAD,Project Management,57,7.2,40,2015
Canada,North America,University of Toronto,Bachelor,Natural Sciences,2023,77.1,84.5,52200,Research/Academia,Environmental Scientist,Experimental Design,Laboratory Skills,Statistical Analysis,67,73.4,87,2023
Singapore,Asia-Pacific,NTU,PhD,Social Sciences,2018,86.8,93.1,77200,Government/NGO,Economist,Data Analysis,Communication,Public Policy,43,17.4,48,2018
Canada,North America,McGill University,Master,Engineering,2023,73.7,79.9,86000,Manufacturing/Construction,Electrical Engineer,AutoCAD,Project Management,SolidWorks,84,67.9,66,2023
Canada,North America,UBC,Master,Social Sciences,2022,79.6,88.2,64100,Government/NGO,Economist,Qualitative Research,Data Analysis,Public Policy,65,56.8,61,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2021,78.1,82.4,53800,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,57,43.4,100,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2021,82.0,88.2,32600,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Financial Modeling,68,49.4,66,2021
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2016,81.3,85.8,18500,Finance/Consulting,Marketing Manager,Strategic Planning,Excel,Financial Modeling,36,7.7,52,2016
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2017,91.4,97.1,24000,Healthcare,Pharmacist,Patient Care,Medical Coding,Diagnostics,71,7.3,81,2017
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2015,89.5,95.6,65100,Government/NGO,Economist,Communication,Data Analysis,Qualitative Research,39,5.0,74,2015
UK,Europe,Imperial College London,Master,Natural Sciences,2018,76.3,78.8,54500,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Statistical Analysis,57,17.5,63,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Healthcare & Medicine,2021,89.5,91.9,64500,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,69,39.1,70,2021
China,Asia-Pacific,Peking University,Bachelor,Social Sciences,2025,84.5,87.3,29700,Government/NGO,Policy Analyst,Communication,Qualitative Research,Data Analysis,73,81.6,62,2025
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2020,91.7,97.8,-1200,Government/NGO,Human Resources Specialist,Communication,Qualitative Research,Public Policy,52,28.8,62,2020
USA,North America,Stanford,PhD,Data Science & AI,2017,83.5,88.3,125000,Technology/Consulting,NLP Specialist,Deep Learning,Data Visualization,NLP,91,5.0,71,2017
Netherlands,Europe,TU Delft,Bachelor,Computer Science,2017,93.2,98.4,67000,Technology,Cybersecurity Analyst,Java,React,SQL,79,8.0,89,2017
USA,North America,MIT,Master,Natural Sciences,2020,71.5,75.7,73700,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Laboratory Skills,50,37.2,66,2020
Canada,North America,University of Toronto,Bachelor,Natural Sciences,2019,83.5,89.0,56000,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Experimental Design,57,5.0,40,2019
Japan,Asia-Pacific,Kyoto University,PhD,Healthcare & Medicine,2018,97.0,100.0,84700,Healthcare,Medical Doctor,Clinical Research,Patient Care,Diagnostics,50,12.3,68,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2017,96.2,100.0,26700,Healthcare,Pharmacist,Patient Care,Clinical Research,Medical Coding,61,5.0,79,2017
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2025,84.3,90.3,88300,Manufacturing/Construction,Mechanical Engineer,SolidWorks,MATLAB,Project Management,74,90.0,68,2025
Canada,North America,UBC,Bachelor,Natural Sciences,2016,77.6,84.2,50400,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Laboratory Skills,61,11.8,95,2016
Canada,North America,University of Toronto,Master,Natural Sciences,2015,78.8,84.2,51100,Research/Academia,Physicist,Scientific Writing,Experimental Design,Laboratory Skills,58,10.9,89,2015
Australia,Asia-Pacific,University of Melbourne,Bachelor,Engineering,2021,74.3,79.9,61700,Manufacturing/Construction,Electrical Engineer,SolidWorks,Project Management,Lean Six Sigma,61,55.4,69,2021
Argentina,Latin America,University of Buenos Aires,Bachelor,Natural Sciences,2022,79.6,84.7,14400,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,60,58.0,63,2022
Brazil,Latin America,University of São Paulo,PhD,Engineering,2024,84.0,93.5,48500,Manufacturing/Construction,Electrical Engineer,AutoCAD,SolidWorks,Project Management,69,74.5,100,2024
USA,North America,Harvard,PhD,Social Sciences,2024,88.0,94.1,99700,Government/NGO,Economist,Communication,Public Policy,Data Analysis,74,85.4,53,2024
Netherlands,Europe,TU Delft,Master,Engineering,2023,74.6,79.3,78500,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Project Management,MATLAB,58,73.6,75,2023
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2019,94.4,98.2,44000,Technology,Software Engineer,SQL,Cybersecurity,DevOps,75,14.6,86,2019
Netherlands,Europe,University of Amsterdam,Master,Business & Finance,2025,73.6,77.1,79300,Finance/Consulting,Financial Analyst,Excel,Strategic Planning,Data Analysis,80,90.0,56,2025
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2022,99.0,100.0,35400,Healthcare,Medical Doctor,Medical Coding,Diagnostics,Patient Care,78,70.0,56,2022
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2023,83.2,88.4,25500,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Laboratory Skills,75,74.1,40,2023
Mexico,Latin America,UNAM,Bachelor,Engineering,2015,69.1,74.4,11600,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,MATLAB,52,11.4,55,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2016,83.6,86.1,50100,Manufacturing/Construction,Mechanical Engineer,MATLAB,Lean Six Sigma,AutoCAD,37,10.0,96,2016
Japan,Asia-Pacific,University of Tokyo,PhD,Engineering,2017,85.8,89.4,80400,Manufacturing/Construction,Civil Engineer,Project Management,MATLAB,AutoCAD,62,7.7,58,2017
Germany,Europe,TU Munich,Bachelor,Engineering,2020,80.5,84.3,48900,Manufacturing/Construction,Electrical Engineer,AutoCAD,Lean Six Sigma,SolidWorks,60,17.0,72,2020
Japan,Asia-Pacific,University of Tokyo,Bachelor,Healthcare & Medicine,2018,95.4,100.0,40400,Healthcare,Medical Doctor,Medical Coding,Patient Care,Diagnostics,53,12.8,55,2018
Netherlands,Europe,University of Amsterdam,PhD,Natural Sciences,2018,87.0,87.0,73400,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Scientific Writing,51,9.9,67,2018
India,Asia-Pacific,IIT Delhi,Bachelor,Healthcare & Medicine,2021,84.4,88.1,31900,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Medical Coding,42,65.1,66,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2019,79.7,86.0,41900,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,61,23.2,76,2019
Mexico,Latin America,UNAM,Master,Natural Sciences,2024,78.4,82.7,23200,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Scientific Writing,52,80.4,81,2024
Netherlands,Europe,University of Amsterdam,Bachelor,Computer Science,2022,86.0,94.0,61900,Technology,AI Researcher,DevOps,Cloud Computing,Cybersecurity,69,39.3,52,2022
India,Asia-Pacific,IIT Bombay,Bachelor,Business & Finance,2017,81.9,86.2,12400,Finance/Consulting,Investment Banker,Market Research,Excel,Data Analysis,51,15.8,59,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2016,98.8,100.0,70300,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,59,8.8,83,2016
USA,North America,MIT,Master,Data Science & AI,2018,83.0,87.2,89800,Technology/Consulting,NLP Specialist,NLP,Data Visualization,Deep Learning,67,7.4,66,2018
South Korea,Asia-Pacific,KAIST,Bachelor,Social Sciences,2023,78.0,81.3,42100,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Communication,62,62.3,55,2023
Sweden,Europe,KTH Royal Institute of Technology,PhD,Business & Finance,2016,83.3,87.2,75300,Finance/Consulting,Investment Banker,Data Analysis,Strategic Planning,Financial Modeling,61,5.0,61,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2017,76.6,81.1,61000,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Experimental Design,41,5.0,93,2017
USA,North America,Harvard,PhD,Engineering,2020,83.7,85.3,113100,Manufacturing/Construction,Mechanical Engineer,MATLAB,AutoCAD,Project Management,63,51.6,87,2020
India,Asia-Pacific,IISc Bangalore,Bachelor,Computer Science,2024,84.4,90.0,29200,Technology,Data Scientist,React,Python,Cloud Computing,94,62.1,53,2024
Canada,North America,McGill University,PhD,Business & Finance,2025,87.4,89.3,120000,Finance/Consulting,Financial Analyst,Strategic Planning,Excel,Market Research,77,90.0,81,2025
Singapore,Asia-Pacific,NTU,Bachelor,Engineering,2016,83.2,89.9,56000,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,MATLAB,48,10.1,60,2016
Singapore,Asia-Pacific,NUS,PhD,Engineering,2015,82.4,85.6,100200,Manufacturing/Construction,Mechanical Engineer,MATLAB,SolidWorks,Project Management,42,10.6,81,2015
Mexico,Latin America,UNAM,PhD,Engineering,2018,92.2,97.9,25100,Manufacturing/Construction,Robotics Engineer,Project Management,Lean Six Sigma,MATLAB,60,9.5,70,2018
China,Asia-Pacific,Peking University,PhD,Computer Science,2017,98.1,100.0,55300,Technology,AI Researcher,Cloud Computing,DevOps,Cybersecurity,81,7.8,72,2017
Mexico,Latin America,UNAM,PhD,Data Science & AI,2025,99.0,100.0,42100,Technology/Consulting,Data Analyst,Big Data,R,Deep Learning,86,86.9,64,2025
Singapore,Asia-Pacific,NTU,PhD,Natural Sciences,2022,81.4,89.2,101300,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Laboratory Skills,55,61.7,58,2022
South Africa,Middle East & Africa,University of Cape Town,Master,Engineering,2025,81.2,85.9,42800,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,SolidWorks,81,83.5,78,2025
Sweden,Europe,Karolinska Institute,PhD,Data Science & AI,2016,93.6,96.2,90400,Technology/Consulting,Data Analyst,Big Data,Data Visualization,Deep Learning,65,9.6,97,2016
Germany,Europe,Heidelberg University,Bachelor,Natural Sciences,2016,88.3,93.7,46200,Research/Academia,Chemist,Statistical Analysis,Experimental Design,Scientific Writing,48,17.7,76,2016
South Korea,Asia-Pacific,Seoul National University,PhD,Business & Finance,2018,85.4,89.8,68700,Finance/Consulting,Investment Banker,Market Research,Excel,Financial Modeling,36,14.7,86,2018
USA,North America,Stanford,Bachelor,Data Science & AI,2016,92.1,96.6,82800,Technology/Consulting,Machine Learning Engineer,R,Big Data,Deep Learning,80,14.2,94,2016
Canada,North America,McGill University,Bachelor,Natural Sciences,2022,79.2,82.7,54400,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Statistical Analysis,69,44.5,81,2022
Canada,North America,McGill University,Bachelor,Healthcare & Medicine,2020,92.9,98.2,70700,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Medical Coding,75,48.7,60,2020
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2018,75.6,81.7,12400,Government/NGO,Economist,Public Policy,Data Analysis,Communication,45,15.4,89,2018
France,Europe,PSL University,PhD,Healthcare & Medicine,2017,92.1,97.1,83100,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,62,18.0,44,2017
USA,North America,Georgia Tech,Bachelor,Business & Finance,2015,78.7,80.9,61700,Finance/Consulting,Financial Analyst,Financial Modeling,Data Analysis,Market Research,45,12.1,65,2015
Mexico,Latin America,UNAM,Master,Business & Finance,2019,95.6,100.0,19000,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Excel,59,5.0,73,2019
Canada,North America,McGill University,Bachelor,Business & Finance,2019,70.6,73.4,59700,Finance/Consulting,Investment Banker,Strategic Planning,Excel,Financial Modeling,65,19.7,75,2019
South Africa,Middle East & Africa,University of Cape Town,Master,Engineering,2018,80.5,85.3,38600,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,AutoCAD,66,18.3,89,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2016,79.7,85.2,6700,Government/NGO,Policy Analyst,Qualitative Research,Public Policy,Data Analysis,49,11.9,82,2016
Canada,North America,McGill University,PhD,Computer Science,2021,99.0,100.0,112200,Technology,Software Engineer,Cloud Computing,Java,React,68,53.6,98,2021
Mexico,Latin America,UNAM,Master,Computer Science,2018,94.7,100.0,24700,Technology,Cybersecurity Analyst,DevOps,Java,SQL,77,10.0,56,2018
Argentina,Latin America,University of Buenos Aires,Master,Business & Finance,2015,75.7,79.9,8400,Finance/Consulting,Management Consultant,Data Analysis,Strategic Planning,Market Research,60,9.5,62,2015
Switzerland,Europe,ETH Zurich,Master,Business & Finance,2016,84.5,92.3,93300,Finance/Consulting,Investment Banker,Data Analysis,Excel,Strategic Planning,62,13.0,47,2016
Israel,Middle East & Africa,Technion,Bachelor,Natural Sciences,2022,89.7,97.0,56100,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Experimental Design,48,59.4,75,2022
USA,North America,Harvard,PhD,Engineering,2022,71.5,76.7,115200,Manufacturing/Construction,Mechanical Engineer,MATLAB,Lean Six Sigma,Project Management,56,52.2,64,2022
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2021,91.2,94.4,36700,Technology/Consulting,AI Consultant,R,Deep Learning,Data Visualization,79,32.4,74,2021
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2019,88.6,95.4,5800,Technology/Consulting,NLP Specialist,Big Data,R,Deep Learning,67,13.6,87,2019
Netherlands,Europe,TU Delft,Master,Social Sciences,2022,80.5,80.5,41000,Government/NGO,Sociologist,Qualitative Research,Public Policy,Data Analysis,62,59.9,40,2022
USA,North America,MIT,PhD,Data Science & AI,2018,94.4,97.7,134600,Technology/Consulting,NLP Specialist,Big Data,R,NLP,90,5.0,51,2018
India,Asia-Pacific,IIT Bombay,Master,Social Sciences,2019,90.3,95.9,8200,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,64,11.5,78,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Computer Science,2019,94.4,99.6,89500,Technology,AI Researcher,React,DevOps,Python,71,9.8,74,2019
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2019,85.6,87.9,30300,Technology,Cloud Architect,Java,DevOps,Cybersecurity,88,8.5,78,2019
Japan,Asia-Pacific,University of Tokyo,Master,Computer Science,2021,83.9,87.2,63500,Technology,Cloud Architect,React,DevOps,Python,79,43.3,89,2021
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2021,99.0,100.0,27600,Technology/Consulting,Data Analyst,Data Visualization,Deep Learning,NLP,57,60.6,47,2021
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2019,77.4,86.7,17600,Government/NGO,Policy Analyst,Public Policy,Communication,Qualitative Research,72,6.3,68,2019
USA,North America,UC Berkeley,Master,Social Sciences,2017,85.6,90.6,63200,Government/NGO,Sociologist,Public Policy,Data Analysis,Qualitative Research,43,6.4,69,2017
Canada,North America,UBC,PhD,Business & Finance,2015,85.1,88.6,92200,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Data Analysis,56,8.1,83,2015
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2018,78.2,84.8,35800,Manufacturing/Construction,Civil Engineer,SolidWorks,MATLAB,Project Management,48,9.4,70,2018
UK,Europe,LSE,Master,Social Sciences,2022,93.6,98.0,56500,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Data Analysis,69,40.7,76,2022
USA,North America,Stanford,PhD,Engineering,2021,80.4,80.4,121300,Manufacturing/Construction,Electrical Engineer,SolidWorks,Lean Six Sigma,MATLAB,61,50.2,80,2021
USA,North America,Georgia Tech,Master,Healthcare & Medicine,2025,89.3,92.6,125500,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Clinical Research,58,90.0,77,2025
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2018,85.1,91.1,57900,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,56,5.5,62,2018
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Social Sciences,2020,81.2,86.2,36600,Government/NGO,Economist,Communication,Public Policy,Qualitative Research,61,45.0,75,2020
UK,Europe,LSE,Bachelor,Data Science & AI,2025,90.2,92.4,76300,Technology/Consulting,NLP Specialist,Big Data,Data Visualization,Machine Learning,84,90.0,58,2025
Brazil,Latin America,University of São Paulo,Master,Engineering,2017,78.0,83.4,32400,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,Project Management,55,13.7,83,2017
UAE,Middle East & Africa,Khalifa University,Bachelor,Natural Sciences,2024,69.5,76.9,61400,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Laboratory Skills,83,75.2,73,2024
Brazil,Latin America,University of São Paulo,Master,Social Sciences,2020,71.5,75.0,19300,Government/NGO,Policy Analyst,Qualitative Research,Public Policy,Data Analysis,54,36.5,55,2020
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2019,82.9,86.4,24800,Finance/Consulting,Marketing Manager,Market Research,Excel,Financial Modeling,63,13.4,100,2019
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Engineering,2024,81.2,85.0,37200,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,Project Management,AutoCAD,70,83.3,62,2024
Japan,Asia-Pacific,University of Tokyo,Bachelor,Data Science & AI,2020,83.0,87.5,61900,Technology/Consulting,NLP Specialist,Big Data,NLP,Data Visualization,85,37.1,66,2020
Canada,North America,UBC,Bachelor,Computer Science,2024,85.8,93.2,72500,Technology,Data Scientist,Cloud Computing,Cybersecurity,DevOps,77,83.2,76,2024
Canada,North America,McGill University,PhD,Healthcare & Medicine,2017,93.4,96.5,94500,Healthcare,Biomedical Researcher,Medical Coding,Clinical Research,Patient Care,67,5.0,60,2017
USA,North America,MIT,Master,Social Sciences,2023,74.5,82.6,67900,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,71,71.4,60,2023
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2025,88.9,95.5,43000,Technology/Consulting,Machine Learning Engineer,Deep Learning,Machine Learning,R,81,83.6,81,2025
Canada,North America,UBC,Master,Natural Sciences,2024,84.2,87.1,76800,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Laboratory Skills,63,81.6,57,2024
USA,North America,UC Berkeley,Bachelor,Computer Science,2022,78.0,81.4,88000,Technology,Cybersecurity Analyst,Python,Cybersecurity,Java,78,31.6,49,2022
China,Asia-Pacific,Peking University,Bachelor,Engineering,2015,80.2,88.3,33400,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,MATLAB,65,12.2,74,2015
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2017,76.7,78.9,25900,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Clinical Research,55,13.1,74,2017
Australia,Asia-Pacific,University of Sydney,Bachelor,Social Sciences,2015,84.7,92.7,37600,Government/NGO,Economist,Data Analysis,Public Policy,Qualitative Research,59,14.9,61,2015
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2021,90.7,96.8,25100,Technology,Cloud Architect,Cybersecurity,Python,DevOps,85,48.8,57,2021
Canada,North America,University of Toronto,Bachelor,Natural Sciences,2022,84.9,89.1,54200,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Laboratory Skills,72,67.4,65,2022
UAE,Middle East & Africa,Khalifa University,Bachelor,Engineering,2024,78.2,86.2,74000,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,Lean Six Sigma,72,79.8,56,2024
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2018,90.2,92.7,33700,Technology/Consulting,Data Analyst,R,Big Data,Data Visualization,73,6.0,78,2018
Japan,Asia-Pacific,Kyoto University,Bachelor,Computer Science,2017,83.9,92.3,55500,Technology,Data Scientist,Python,React,Cloud Computing,72,5.1,81,2017
India,Asia-Pacific,IISc Bangalore,Master,Engineering,2021,80.8,85.0,24900,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,MATLAB,53,57.2,65,2021
Germany,Europe,Heidelberg University,Master,Engineering,2015,84.0,86.6,57100,Manufacturing/Construction,Robotics Engineer,Project Management,MATLAB,SolidWorks,38,16.0,52,2015
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2021,93.1,97.5,8900,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,59,46.9,73,2021
Netherlands,Europe,University of Amsterdam,Bachelor,Natural Sciences,2019,87.4,89.4,43300,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Scientific Writing,62,13.2,58,2019
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2022,98.1,100.0,35500,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Clinical Research,57,68.9,70,2022
Argentina,Latin America,University of Buenos Aires,PhD,Healthcare & Medicine,2017,99.0,100.0,20200,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,49,11.3,79,2017
Switzerland,Europe,EPFL,Master,Social Sciences,2021,72.9,79.6,93500,Government/NGO,Economist,Data Analysis,Public Policy,Communication,69,48.6,81,2021
Netherlands,Europe,TU Delft,Master,Business & Finance,2022,74.3,82.8,82500,Finance/Consulting,Investment Banker,Market Research,Data Analysis,Strategic Planning,48,48.6,66,2022
France,Europe,Ecole Polytechnique,PhD,Natural Sciences,2022,81.5,86.4,86700,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Scientific Writing,78,57.0,52,2022
Switzerland,Europe,EPFL,Bachelor,Engineering,2021,86.9,92.0,84600,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,Project Management,AutoCAD,81,57.4,60,2021
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2024,87.0,90.6,33900,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Medical Coding,100,90.0,82,2024
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2024,90.8,98.0,21300,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Data Analysis,86,90.0,47,2024
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2022,78.0,81.1,25600,Finance/Consulting,Marketing Manager,Market Research,Strategic Planning,Data Analysis,67,54.3,100,2022
Canada,North America,University of Toronto,Bachelor,Data Science & AI,2023,90.0,98.9,86500,Technology/Consulting,Data Analyst,Deep Learning,Machine Learning,R,100,65.5,40,2023
Canada,North America,University of Toronto,PhD,Healthcare & Medicine,2018,89.8,95.2,101100,Healthcare,Pharmacist,Clinical Research,Diagnostics,Medical Coding,56,10.3,77,2018
USA,North America,MIT,Bachelor,Data Science & AI,2019,92.1,96.2,74400,Technology/Consulting,Data Analyst,Machine Learning,Data Visualization,Big Data,79,14.8,51,2019
UAE,Middle East & Africa,Khalifa University,PhD,Social Sciences,2025,82.4,86.4,84000,Government/NGO,Policy Analyst,Qualitative Research,Public Policy,Data Analysis,78,82.8,61,2025
France,Europe,PSL University,Bachelor,Engineering,2023,85.5,89.5,53900,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,SolidWorks,Project Management,70,89.8,68,2023
Israel,Middle East & Africa,Technion,Bachelor,Healthcare & Medicine,2024,98.4,100.0,86300,Healthcare,Pharmacist,Diagnostics,Medical Coding,Patient Care,67,86.4,50,2024
India,Asia-Pacific,IISc Bangalore,PhD,Social Sciences,2017,80.0,89.5,19900,Government/NGO,Economist,Communication,Public Policy,Qualitative Research,45,5.9,54,2017
USA,North America,Stanford,Master,Natural Sciences,2018,82.0,89.1,74200,Research/Academia,Environmental Scientist,Laboratory Skills,Scientific Writing,Statistical Analysis,62,5.0,57,2018
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2023,92.0,99.4,43100,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,Deep Learning,84,60.3,65,2023
South Korea,Asia-Pacific,Seoul National University,Bachelor,Computer Science,2022,87.2,92.6,47900,Technology,Software Engineer,React,Cloud Computing,Java,89,44.1,69,2022
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2023,88.0,93.3,23200,Technology,Cybersecurity Analyst,DevOps,Cybersecurity,Cloud Computing,80,83.8,87,2023
Sweden,Europe,Karolinska Institute,Bachelor,Data Science & AI,2018,87.5,90.6,68400,Technology/Consulting,Machine Learning Engineer,R,Data Visualization,NLP,76,9.2,60,2018
France,Europe,PSL University,Bachelor,Social Sciences,2018,79.8,84.0,32400,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Qualitative Research,62,13.3,86,2018
USA,North America,MIT,Master,Business & Finance,2022,83.3,86.8,90900,Finance/Consulting,Marketing Manager,Strategic Planning,Market Research,Financial Modeling,51,55.7,86,2022
China,Asia-Pacific,Tsinghua University,Master,Computer Science,2024,99.0,100.0,52000,Technology,Software Engineer,SQL,React,Java,84,90.0,76,2024
Sweden,Europe,Karolinska Institute,PhD,Social Sciences,2024,92.3,97.8,73400,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,68,71.4,87,2024
Germany,Europe,Heidelberg University,Bachelor,Engineering,2019,83.1,87.1,60500,Manufacturing/Construction,Electrical Engineer,Project Management,MATLAB,Lean Six Sigma,66,14.6,59,2019
Mexico,Latin America,UNAM,Master,Business & Finance,2021,84.2,86.0,21200,Finance/Consulting,Marketing Manager,Financial Modeling,Data Analysis,Excel,63,45.5,88,2021
Germany,Europe,Heidelberg University,Bachelor,Computer Science,2022,95.5,99.5,67000,Technology,Cloud Architect,DevOps,Cloud Computing,Python,93,80.6,53,2022
Canada,North America,UBC,Bachelor,Social Sciences,2023,93.7,98.9,51800,Government/NGO,Economist,Communication,Public Policy,Qualitative Research,66,77.9,70,2023
Switzerland,Europe,EPFL,Bachelor,Data Science & AI,2020,95.7,96.7,90900,Technology/Consulting,Machine Learning Engineer,Data Visualization,Deep Learning,R,75,52.1,64,2020
UAE,Middle East & Africa,Khalifa University,PhD,Computer Science,2020,97.4,100.0,100600,Technology,Software Engineer,Cloud Computing,Cybersecurity,Python,67,42.7,67,2020
South Korea,Asia-Pacific,KAIST,Master,Social Sciences,2024,84.4,90.4,43300,Government/NGO,Economist,Data Analysis,Communication,Qualitative Research,64,77.1,77,2024
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2022,78.6,84.9,54800,Government/NGO,Sociologist,Data Analysis,Public Policy,Communication,69,68.8,70,2022
USA,North America,MIT,PhD,Data Science & AI,2020,90.7,96.4,128100,Technology/Consulting,Machine Learning Engineer,R,Machine Learning,NLP,98,35.2,82,2020
Switzerland,Europe,ETH Zurich,Bachelor,Computer Science,2023,90.6,98.6,98700,Technology,Cloud Architect,Python,React,Java,93,57.6,61,2023
Mexico,Latin America,UNAM,PhD,Social Sciences,2015,83.7,86.4,28700,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Data Analysis,41,13.5,84,2015
Singapore,Asia-Pacific,NUS,PhD,Business & Finance,2023,95.4,100.0,121900,Finance/Consulting,Marketing Manager,Market Research,Financial Modeling,Data Analysis,63,61.8,55,2023
India,Asia-Pacific,IISc Bangalore,PhD,Data Science & AI,2016,90.6,98.9,37000,Technology/Consulting,Data Analyst,Data Visualization,R,NLP,86,13.2,52,2016
Sweden,Europe,KTH Royal Institute of Technology,Master,Social Sciences,2021,87.5,91.4,52500,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,73,54.7,70,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Natural Sciences,2015,80.8,86.2,55300,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Scientific Writing,60,5.6,66,2015
Israel,Middle East & Africa,Technion,PhD,Engineering,2015,86.3,89.5,87300,Manufacturing/Construction,Electrical Engineer,AutoCAD,Lean Six Sigma,MATLAB,36,13.4,47,2015
UK,Europe,Oxford,Bachelor,Social Sciences,2017,79.2,81.1,46100,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,49,11.9,62,2017
Australia,Asia-Pacific,University of Sydney,PhD,Data Science & AI,2023,96.7,100.0,130500,Technology/Consulting,NLP Specialist,Machine Learning,R,Deep Learning,76,67.0,91,2023
Germany,Europe,Humboldt University,Bachelor,Computer Science,2024,79.9,87.1,81600,Technology,AI Researcher,React,DevOps,Python,90,89.2,61,2024
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2020,92.9,96.0,10300,Technology,Software Engineer,Java,Cybersecurity,DevOps,66,26.8,79,2020
Mexico,Latin America,UNAM,Master,Social Sciences,2019,85.2,91.5,20400,Government/NGO,Economist,Communication,Qualitative Research,Public Policy,53,9.6,62,2019
UK,Europe,LSE,Bachelor,Data Science & AI,2021,85.2,90.9,67200,Technology/Consulting,Data Analyst,NLP,Machine Learning,R,92,41.8,89,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Natural Sciences,2021,82.5,84.1,31800,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,43,51.4,81,2021
France,Europe,Ecole Polytechnique,Bachelor,Data Science & AI,2018,98.4,100.0,55200,Technology/Consulting,Machine Learning Engineer,Machine Learning,Deep Learning,Data Visualization,66,10.2,100,2018
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2022,92.6,97.0,29000,Technology/Consulting,Data Analyst,Big Data,Data Visualization,Machine Learning,91,72.7,64,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2015,99.0,100.0,23500,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,Machine Learning,77,7.0,70,2015
Brazil,Latin America,University of São Paulo,Bachelor,Data Science & AI,2015,94.0,100.0,24100,Technology/Consulting,NLP Specialist,Deep Learning,Big Data,Machine Learning,68,17.7,92,2015
China,Asia-Pacific,Fudan University,PhD,Healthcare & Medicine,2016,90.4,94.2,60900,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Medical Coding,43,14.7,51,2016
UK,Europe,Cambridge,PhD,Computer Science,2017,87.6,94.2,93000,Technology,Cloud Architect,Cloud Computing,Java,Python,74,16.7,87,2017
Japan,Asia-Pacific,University of Tokyo,PhD,Engineering,2022,90.3,95.6,90500,Manufacturing/Construction,Electrical Engineer,MATLAB,SolidWorks,Lean Six Sigma,52,49.5,40,2022
UK,Europe,Cambridge,Master,Computer Science,2015,91.6,95.5,60600,Technology,Cybersecurity Analyst,Cybersecurity,React,SQL,68,12.5,65,2015
USA,North America,UC Berkeley,Master,Natural Sciences,2022,81.0,84.2,74700,Research/Academia,Biologist,Scientific Writing,Experimental Design,Statistical Analysis,61,73.4,65,2022
Singapore,Asia-Pacific,NUS,Bachelor,Data Science & AI,2019,97.2,100.0,85300,Technology/Consulting,AI Consultant,NLP,Big Data,R,66,9.7,87,2019
India,Asia-Pacific,IISc Bangalore,Bachelor,Computer Science,2023,94.5,100.0,22600,Technology,Software Engineer,Python,React,Cybersecurity,78,63.2,80,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Data Science & AI,2023,89.6,93.9,131200,Technology/Consulting,AI Consultant,Deep Learning,R,Big Data,85,54.4,81,2023
Mexico,Latin America,UNAM,Bachelor,Healthcare & Medicine,2025,76.1,81.0,25300,Healthcare,Pharmacist,Medical Coding,Clinical Research,Diagnostics,62,90.0,61,2025
Israel,Middle East & Africa,Technion,Master,Social Sciences,2021,83.8,87.5,57300,Government/NGO,Human Resources Specialist,Data Analysis,Public Policy,Communication,54,55.1,54,2021
Canada,North America,University of Toronto,Master,Healthcare & Medicine,2021,99.0,100.0,79900,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Diagnostics,59,50.0,77,2021
Argentina,Latin America,University of Buenos Aires,Master,Business & Finance,2015,77.5,83.2,24600,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Data Analysis,44,9.1,72,2015
Australia,Asia-Pacific,University of Sydney,Bachelor,Computer Science,2020,93.7,99.7,68800,Technology,Software Engineer,Java,React,Python,64,26.4,64,2020
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2016,77.0,81.6,37600,Finance/Consulting,Management Consultant,Excel,Data Analysis,Financial Modeling,46,7.2,72,2016
Israel,Middle East & Africa,Technion,Master,Engineering,2017,83.5,86.9,79200,Manufacturing/Construction,Civil Engineer,MATLAB,Lean Six Sigma,AutoCAD,81,10.4,61,2017
Switzerland,Europe,EPFL,Master,Business & Finance,2024,78.9,87.2,130900,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Market Research,59,90.0,73,2024
Singapore,Asia-Pacific,NTU,Bachelor,Computer Science,2025,99.0,100.0,90700,Technology,Cloud Architect,SQL,Cloud Computing,DevOps,100,75.9,54,2025
Canada,North America,UBC,Master,Computer Science,2024,93.8,98.8,87500,Technology,Cloud Architect,React,Python,Cybersecurity,86,81.5,78,2024
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Data Science & AI,2021,98.5,100.0,126300,Technology/Consulting,AI Consultant,Big Data,Deep Learning,Data Visualization,81,44.8,79,2021
Brazil,Latin America,University of São Paulo,Bachelor,Data Science & AI,2024,86.6,93.6,26900,Technology/Consulting,NLP Specialist,Data Visualization,R,NLP,86,67.9,47,2024
UAE,Middle East & Africa,Khalifa University,PhD,Business & Finance,2015,88.7,96.0,86300,Finance/Consulting,Marketing Manager,Strategic Planning,Market Research,Excel,51,20.0,68,2015
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2018,80.2,84.3,30600,Technology/Consulting,Data Analyst,Machine Learning,NLP,Deep Learning,84,17.8,57,2018
Canada,North America,McGill University,Master,Engineering,2018,86.5,91.5,72600,Manufacturing/Construction,Robotics Engineer,Project Management,Lean Six Sigma,MATLAB,33,11.2,81,2018
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Healthcare & Medicine,2021,88.7,91.4,60900,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Clinical Research,36,60.3,69,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2017,84.3,88.6,49600,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Scientific Writing,53,12.8,84,2017
India,Asia-Pacific,IIT Delhi,Master,Engineering,2024,86.8,91.2,31200,Manufacturing/Construction,Electrical Engineer,Project Management,Lean Six Sigma,MATLAB,58,79.4,73,2024
UK,Europe,Cambridge,Bachelor,Social Sciences,2017,73.3,79.2,33700,Government/NGO,Sociologist,Public Policy,Communication,Data Analysis,49,9.2,64,2017
USA,North America,UC Berkeley,PhD,Engineering,2018,89.3,91.8,113400,Manufacturing/Construction,Civil Engineer,Project Management,MATLAB,Lean Six Sigma,50,14.3,79,2018
France,Europe,Ecole Polytechnique,PhD,Computer Science,2024,87.3,90.9,103100,Technology,Cloud Architect,Cybersecurity,SQL,Java,82,82.8,95,2024
Canada,North America,McGill University,Master,Natural Sciences,2016,76.1,80.9,53700,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Experimental Design,62,5.0,91,2016
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2024,77.6,79.4,35200,Finance/Consulting,Financial Analyst,Market Research,Financial Modeling,Data Analysis,75,78.3,72,2024
USA,North America,MIT,PhD,Natural Sciences,2021,81.4,85.4,95300,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Experimental Design,60,43.3,46,2021
Netherlands,Europe,TU Delft,Bachelor,Business & Finance,2022,73.2,78.5,75900,Finance/Consulting,Financial Analyst,Data Analysis,Market Research,Financial Modeling,46,40.0,71,2022
Canada,North America,UBC,PhD,Social Sciences,2015,89.3,95.1,64500,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Communication,48,5.3,92,2015
Canada,North America,University of Toronto,Bachelor,Healthcare & Medicine,2020,83.8,88.8,72400,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Patient Care,61,36.5,81,2020
Australia,Asia-Pacific,University of Sydney,Bachelor,Healthcare & Medicine,2023,89.0,93.5,82500,Healthcare,Medical Doctor,Medical Coding,Clinical Research,Patient Care,80,79.3,71,2023
Canada,North America,UBC,Master,Social Sciences,2015,83.0,89.4,41500,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Communication,30,11.3,63,2015
Mexico,Latin America,UNAM,PhD,Engineering,2021,78.5,83.2,33600,Manufacturing/Construction,Electrical Engineer,SolidWorks,Lean Six Sigma,AutoCAD,75,45.5,84,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Computer Science,2015,93.8,98.8,52100,Technology,Data Scientist,Java,React,DevOps,73,10.0,79,2015
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2016,74.2,80.0,19700,Finance/Consulting,Management Consultant,Excel,Data Analysis,Strategic Planning,31,7.3,69,2016
Israel,Middle East & Africa,Technion,Bachelor,Healthcare & Medicine,2018,86.5,92.1,63500,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Patient Care,66,5.2,61,2018
Australia,Asia-Pacific,ANU,PhD,Business & Finance,2015,70.9,76.2,87400,Finance/Consulting,Investment Banker,Market Research,Excel,Strategic Planning,59,15.1,56,2015
Australia,Asia-Pacific,ANU,PhD,Engineering,2017,83.1,89.8,86200,Manufacturing/Construction,Civil Engineer,SolidWorks,Lean Six Sigma,Project Management,55,11.4,87,2017
Germany,Europe,Humboldt University,Bachelor,Healthcare & Medicine,2019,88.9,97.2,62100,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Medical Coding,56,5.0,59,2019
Sweden,Europe,KTH Royal Institute of Technology,PhD,Natural Sciences,2016,84.8,88.0,64200,Research/Academia,Biologist,Scientific Writing,Experimental Design,Statistical Analysis,54,6.3,40,2016
France,Europe,PSL University,Bachelor,Social Sciences,2016,80.7,86.8,37600,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Data Analysis,45,6.1,76,2016
Germany,Europe,TU Munich,PhD,Healthcare & Medicine,2019,93.1,98.9,112800,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Clinical Research,54,5.0,84,2019
South Korea,Asia-Pacific,KAIST,PhD,Healthcare & Medicine,2022,96.6,100.0,92500,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Diagnostics,69,68.9,94,2022
Netherlands,Europe,University of Amsterdam,Bachelor,Data Science & AI,2025,90.3,92.7,81800,Technology/Consulting,NLP Specialist,Big Data,R,Machine Learning,91,90.0,80,2025
UAE,Middle East & Africa,Khalifa University,PhD,Computer Science,2018,92.5,100.0,104900,Technology,Cloud Architect,React,SQL,Cloud Computing,58,12.1,58,2018
South Korea,Asia-Pacific,KAIST,Master,Social Sciences,2024,80.2,82.3,40000,Government/NGO,Sociologist,Communication,Qualitative Research,Public Policy,66,80.3,86,2024
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Data Science & AI,2024,97.5,100.0,126800,Technology/Consulting,Machine Learning Engineer,Data Visualization,Deep Learning,Big Data,98,75.7,50,2024
Israel,Middle East & Africa,Technion,Bachelor,Business & Finance,2016,73.5,79.5,52500,Finance/Consulting,Financial Analyst,Financial Modeling,Market Research,Excel,66,7.2,79,2016
Brazil,Latin America,University of São Paulo,Master,Engineering,2015,82.2,88.5,18900,Manufacturing/Construction,Electrical Engineer,AutoCAD,SolidWorks,Project Management,35,9.0,80,2015
Singapore,Asia-Pacific,NTU,PhD,Healthcare & Medicine,2021,99.0,100.0,110100,Healthcare,Pharmacist,Medical Coding,Patient Care,Diagnostics,69,45.9,44,2021
Japan,Asia-Pacific,Kyoto University,Master,Data Science & AI,2016,90.8,95.9,67100,Technology/Consulting,NLP Specialist,Deep Learning,R,Data Visualization,82,13.8,98,2016
China,Asia-Pacific,Tsinghua University,Bachelor,Business & Finance,2023,76.5,81.2,40800,Finance/Consulting,Marketing Manager,Data Analysis,Excel,Market Research,70,80.2,47,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Computer Science,2020,99.0,100.0,91900,Technology,AI Researcher,Python,DevOps,React,89,44.9,84,2020
Japan,Asia-Pacific,University of Tokyo,Bachelor,Engineering,2019,76.0,81.0,43600,Manufacturing/Construction,Robotics Engineer,MATLAB,Lean Six Sigma,AutoCAD,42,8.7,73,2019
China,Asia-Pacific,Tsinghua University,Bachelor,Engineering,2023,82.0,88.3,47200,Manufacturing/Construction,Civil Engineer,SolidWorks,Lean Six Sigma,AutoCAD,77,60.4,67,2023
South Korea,Asia-Pacific,Seoul National University,PhD,Computer Science,2022,92.6,99.8,96500,Technology,Data Scientist,Python,Java,DevOps,93,45.2,74,2022
Canada,North America,McGill University,Bachelor,Engineering,2023,81.6,85.1,65900,Manufacturing/Construction,Mechanical Engineer,SolidWorks,AutoCAD,Lean Six Sigma,54,65.2,68,2023
Singapore,Asia-Pacific,NUS,PhD,Healthcare & Medicine,2023,99.0,100.0,138300,Healthcare,Medical Doctor,Patient Care,Clinical Research,Diagnostics,74,60.0,63,2023
France,Europe,PSL University,PhD,Natural Sciences,2021,79.8,86.0,75900,Research/Academia,Environmental Scientist,Laboratory Skills,Scientific Writing,Statistical Analysis,69,55.4,85,2021
Israel,Middle East & Africa,Technion,Master,Data Science & AI,2017,95.9,99.5,80800,Technology/Consulting,Data Analyst,Big Data,R,Machine Learning,64,12.7,88,2017
South Korea,Asia-Pacific,KAIST,PhD,Computer Science,2019,93.1,98.7,79700,Technology,Data Scientist,Cloud Computing,Python,DevOps,79,5.0,51,2019
South Korea,Asia-Pacific,KAIST,Master,Healthcare & Medicine,2015,91.6,96.7,55500,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Clinical Research,56,8.9,78,2015
Canada,North America,UBC,PhD,Natural Sciences,2023,92.1,97.3,89300,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Statistical Analysis,89,73.5,66,2023
Sweden,Europe,Karolinska Institute,Master,Engineering,2025,74.0,77.1,76800,Manufacturing/Construction,Electrical Engineer,AutoCAD,Project Management,Lean Six Sigma,61,90.0,62,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Data Science & AI,2024,99.0,100.0,112900,Technology/Consulting,AI Consultant,Machine Learning,Data Visualization,Deep Learning,100,68.2,67,2024
UK,Europe,Cambridge,Bachelor,Healthcare & Medicine,2022,94.7,95.2,64900,Healthcare,Pharmacist,Diagnostics,Patient Care,Medical Coding,49,58.9,93,2022
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2019,73.2,75.8,16900,Government/NGO,Sociologist,Public Policy,Communication,Qualitative Research,74,6.9,55,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Healthcare & Medicine,2023,95.1,100.0,72700,Healthcare,Pharmacist,Patient Care,Medical Coding,Diagnostics,56,54.7,71,2023
South Africa,Middle East & Africa,University of Cape Town,PhD,Business & Finance,2017,84.8,92.8,44600,Finance/Consulting,Marketing Manager,Strategic Planning,Market Research,Financial Modeling,36,14.3,53,2017
Canada,North America,UBC,PhD,Business & Finance,2024,80.6,84.0,116500,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Data Analysis,61,65.5,70,2024
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2022,83.9,90.2,15400,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Laboratory Skills,80,63.7,77,2022
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2025,79.9,81.9,42200,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Data Analysis,72,75.8,100,2025
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2017,92.1,97.2,24600,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,59,7.7,83,2017
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2018,68.5,72.0,14600,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,MATLAB,41,17.4,97,2018
Sweden,Europe,Karolinska Institute,Bachelor,Business & Finance,2024,86.5,93.4,59000,Finance/Consulting,Financial Analyst,Market Research,Financial Modeling,Data Analysis,52,76.1,61,2024
Netherlands,Europe,TU Delft,Bachelor,Social Sciences,2021,73.9,78.7,48400,Government/NGO,Policy Analyst,Communication,Qualitative Research,Data Analysis,55,54.7,66,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2020,90.2,99.3,37200,Healthcare,Pharmacist,Medical Coding,Clinical Research,Patient Care,55,29.6,78,2020
Mexico,Latin America,UNAM,Bachelor,Healthcare & Medicine,2023,82.9,92.4,25400,Healthcare,Pharmacist,Clinical Research,Medical Coding,Diagnostics,62,66.2,72,2023
Netherlands,Europe,TU Delft,Master,Healthcare & Medicine,2016,82.9,88.4,79500,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Clinical Research,72,10.6,51,2016
Australia,Asia-Pacific,ANU,PhD,Social Sciences,2021,84.0,91.7,77300,Government/NGO,Sociologist,Qualitative Research,Data Analysis,Public Policy,58,58.3,48,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Healthcare & Medicine,2015,87.6,95.5,54700,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,50,11.4,74,2015
USA,North America,Stanford,PhD,Business & Finance,2025,79.9,86.3,141600,Finance/Consulting,Investment Banker,Financial Modeling,Strategic Planning,Market Research,61,90.0,57,2025
Singapore,Asia-Pacific,NUS,PhD,Natural Sciences,2023,85.7,90.9,96200,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Statistical Analysis,69,72.3,53,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2022,87.5,95.2,85200,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Scientific Writing,58,64.2,72,2022
USA,North America,UC Berkeley,PhD,Engineering,2018,88.8,94.2,111400,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,MATLAB,40,18.9,78,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2023,92.0,94.0,19600,Technology/Consulting,NLP Specialist,NLP,Data Visualization,R,96,55.3,66,2023
USA,North America,Harvard,Bachelor,Business & Finance,2022,85.2,90.4,79000,Finance/Consulting,Marketing Manager,Excel,Data Analysis,Market Research,70,59.7,69,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2022,90.3,91.9,82900,Technology/Consulting,Data Analyst,Machine Learning,Data Visualization,Big Data,76,62.4,66,2022
USA,North America,Stanford,Bachelor,Data Science & AI,2020,88.4,91.7,82100,Technology/Consulting,NLP Specialist,R,Machine Learning,NLP,75,36.9,70,2020
Canada,North America,University of Toronto,PhD,Computer Science,2023,92.1,95.0,115700,Technology,Data Scientist,DevOps,Cybersecurity,React,72,90.0,53,2023
South Africa,Middle East & Africa,University of Cape Town,Master,Computer Science,2019,93.8,99.6,34500,Technology,Data Scientist,Cloud Computing,Cybersecurity,React,83,7.8,73,2019
USA,North America,Harvard,Bachelor,Data Science & AI,2022,88.4,93.9,88200,Technology/Consulting,Data Analyst,Machine Learning,NLP,Deep Learning,94,59.8,69,2022
China,Asia-Pacific,Tsinghua University,Master,Healthcare & Medicine,2022,96.1,100.0,58200,Healthcare,Medical Doctor,Clinical Research,Patient Care,Medical Coding,46,69.1,79,2022
Canada,North America,McGill University,PhD,Business & Finance,2023,84.3,91.4,104500,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Market Research,57,74.4,83,2023
Japan,Asia-Pacific,Kyoto University,PhD,Data Science & AI,2019,92.3,97.9,84800,Technology/Consulting,Machine Learning Engineer,Data Visualization,NLP,R,70,5.6,67,2019
Netherlands,Europe,University of Amsterdam,Master,Natural Sciences,2015,84.5,87.7,56300,Research/Academia,Chemist,Laboratory Skills,Statistical Analysis,Experimental Design,56,5.8,45,2015
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Natural Sciences,2022,85.6,91.9,23900,Research/Academia,Environmental Scientist,Statistical Analysis,Laboratory Skills,Experimental Design,63,55.8,64,2022
South Korea,Asia-Pacific,Seoul National University,PhD,Social Sciences,2025,77.7,82.0,65900,Government/NGO,Economist,Qualitative Research,Communication,Data Analysis,67,76.5,57,2025
Canada,North America,UBC,PhD,Engineering,2015,83.0,87.4,84300,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,Lean Six Sigma,40,17.9,57,2015
Singapore,Asia-Pacific,NUS,Bachelor,Engineering,2017,77.6,82.6,62200,Manufacturing/Construction,Electrical Engineer,MATLAB,AutoCAD,Project Management,58,5.0,69,2017
Canada,North America,UBC,PhD,Data Science & AI,2023,99.0,100.0,129100,Technology/Consulting,NLP Specialist,Deep Learning,Big Data,Data Visualization,86,90.0,87,2023
Canada,North America,University of Toronto,Master,Data Science & AI,2021,88.2,95.1,87600,Technology/Consulting,Data Analyst,Data Visualization,R,NLP,71,60.9,75,2021
Canada,North America,UBC,PhD,Healthcare & Medicine,2020,91.7,95.5,111000,Healthcare,Pharmacist,Medical Coding,Diagnostics,Clinical Research,74,37.5,63,2020
Singapore,Asia-Pacific,NUS,Master,Computer Science,2022,92.2,95.2,96000,Technology,Data Scientist,Python,Cloud Computing,SQL,78,53.8,82,2022
UK,Europe,Oxford,Master,Healthcare & Medicine,2023,82.5,83.5,82700,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,51,83.6,70,2023
France,Europe,Ecole Polytechnique,PhD,Business & Finance,2021,85.7,90.8,93100,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Data Analysis,61,60.4,72,2021
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2017,83.1,86.9,21900,Government/NGO,Sociologist,Qualitative Research,Communication,Data Analysis,49,6.4,88,2017
Germany,Europe,TU Munich,Bachelor,Business & Finance,2025,76.0,81.6,70200,Finance/Consulting,Marketing Manager,Excel,Financial Modeling,Market Research,69,90.0,98,2025
UK,Europe,Cambridge,Master,Business & Finance,2022,81.4,83.6,82400,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Excel,59,67.1,52,2022
Mexico,Latin America,UNAM,Bachelor,Computer Science,2017,90.1,95.2,31700,Technology,Data Scientist,Cloud Computing,React,DevOps,67,12.5,52,2017
India,Asia-Pacific,IIT Bombay,Bachelor,Natural Sciences,2017,86.6,93.6,27500,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Laboratory Skills,40,11.0,88,2017
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2022,75.0,78.7,51800,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,59,54.0,92,2022
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2022,83.3,85.7,13700,Finance/Consulting,Financial Analyst,Market Research,Financial Modeling,Strategic Planning,54,39.9,61,2022
Japan,Asia-Pacific,Kyoto University,Bachelor,Data Science & AI,2019,91.3,93.9,63900,Technology/Consulting,Data Analyst,Machine Learning,Big Data,Deep Learning,88,16.2,71,2019
France,Europe,PSL University,Master,Data Science & AI,2021,95.4,100.0,90200,Technology/Consulting,Data Analyst,R,Data Visualization,NLP,73,56.3,73,2021
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2018,79.6,84.8,41300,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Market Research,47,5.0,84,2018
Canada,North America,UBC,PhD,Business & Finance,2024,83.5,89.2,104700,Finance/Consulting,Financial Analyst,Excel,Market Research,Data Analysis,71,77.2,74,2024
Netherlands,Europe,University of Amsterdam,Master,Natural Sciences,2019,84.9,93.4,61200,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Experimental Design,60,10.3,56,2019
Switzerland,Europe,EPFL,Bachelor,Engineering,2020,83.3,88.0,86300,Manufacturing/Construction,Civil Engineer,MATLAB,AutoCAD,Lean Six Sigma,65,37.1,80,2020
Japan,Asia-Pacific,Kyoto University,PhD,Business & Finance,2022,87.5,92.7,91700,Finance/Consulting,Financial Analyst,Strategic Planning,Market Research,Excel,53,53.9,78,2022
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2018,79.5,85.5,72900,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Experimental Design,50,5.1,59,2018
South Korea,Asia-Pacific,Seoul National University,Master,Social Sciences,2022,88.0,88.6,36300,Government/NGO,Economist,Communication,Data Analysis,Public Policy,61,48.2,56,2022
China,Asia-Pacific,Tsinghua University,Master,Social Sciences,2024,82.3,85.3,45000,Government/NGO,Sociologist,Data Analysis,Communication,Qualitative Research,62,72.3,69,2024
UK,Europe,Cambridge,PhD,Computer Science,2019,99.0,100.0,95900,Technology,AI Researcher,Python,Cybersecurity,Cloud Computing,77,8.4,84,2019
Netherlands,Europe,University of Amsterdam,PhD,Business & Finance,2021,86.0,91.6,98400,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Market Research,52,62.1,81,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2023,86.3,92.2,54900,Government/NGO,Sociologist,Data Analysis,Public Policy,Communication,80,73.8,66,2023
Switzerland,Europe,ETH Zurich,Master,Computer Science,2016,91.1,95.1,101900,Technology,Cybersecurity Analyst,Cloud Computing,Java,DevOps,88,11.5,71,2016
Israel,Middle East & Africa,Technion,PhD,Computer Science,2015,99.0,100.0,97000,Technology,Cloud Architect,DevOps,Cybersecurity,Python,61,5.0,66,2015
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2021,80.7,84.6,32500,Government/NGO,Economist,Communication,Qualitative Research,Data Analysis,63,45.0,74,2021
South Korea,Asia-Pacific,Seoul National University,Master,Social Sciences,2023,84.6,91.4,53700,Government/NGO,Economist,Public Policy,Data Analysis,Qualitative Research,76,72.8,67,2023
Sweden,Europe,KTH Royal Institute of Technology,Master,Data Science & AI,2017,89.3,93.2,72000,Technology/Consulting,NLP Specialist,NLP,Deep Learning,Machine Learning,81,11.7,80,2017
USA,North America,Stanford,Bachelor,Computer Science,2017,97.2,100.0,64200,Technology,AI Researcher,Cybersecurity,DevOps,Cloud Computing,62,7.8,100,2017
Canada,North America,University of Toronto,Bachelor,Data Science & AI,2016,88.4,93.0,60700,Technology/Consulting,Machine Learning Engineer,Machine Learning,R,Deep Learning,70,6.1,72,2016
Mexico,Latin America,UNAM,Bachelor,Computer Science,2020,91.6,94.3,28300,Technology,Cloud Architect,Python,Cloud Computing,React,76,34.5,70,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2021,79.3,84.1,53400,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Scientific Writing,79,58.8,78,2021
Germany,Europe,TU Munich,Master,Computer Science,2015,93.7,94.7,79900,Technology,Data Scientist,Cloud Computing,Java,Cybersecurity,78,5.0,76,2015
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Data Science & AI,2021,87.7,91.9,59700,Technology/Consulting,Machine Learning Engineer,Deep Learning,Machine Learning,Big Data,74,46.5,85,2021
USA,North America,Stanford,Master,Healthcare & Medicine,2019,94.0,97.0,93200,Healthcare,Biomedical Researcher,Patient Care,Clinical Research,Medical Coding,56,11.6,55,2019
Sweden,Europe,KTH Royal Institute of Technology,Master,Engineering,2023,83.7,91.0,70100,Manufacturing/Construction,Civil Engineer,SolidWorks,AutoCAD,Lean Six Sigma,65,65.4,72,2023
Sweden,Europe,Karolinska Institute,Master,Natural Sciences,2021,82.5,82.5,62700,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Laboratory Skills,51,41.5,72,2021
India,Asia-Pacific,IISc Bangalore,Master,Data Science & AI,2019,94.4,99.9,31100,Technology/Consulting,Machine Learning Engineer,Big Data,Data Visualization,NLP,64,17.2,89,2019
France,Europe,Ecole Polytechnique,Master,Engineering,2019,82.9,86.7,57500,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,MATLAB,59,15.3,100,2019
Netherlands,Europe,University of Amsterdam,PhD,Social Sciences,2022,84.5,88.8,77400,Government/NGO,Economist,Qualitative Research,Data Analysis,Communication,65,73.6,69,2022
Israel,Middle East & Africa,Technion,Master,Business & Finance,2016,73.2,79.2,68900,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Data Analysis,54,6.8,85,2016
Japan,Asia-Pacific,University of Tokyo,Master,Business & Finance,2021,80.6,85.5,64000,Finance/Consulting,Investment Banker,Strategic Planning,Excel,Financial Modeling,58,52.4,87,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2019,93.7,99.0,77900,Technology,Data Scientist,DevOps,Cloud Computing,Java,79,14.4,70,2019
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2022,93.6,97.6,24400,Technology/Consulting,AI Consultant,R,Data Visualization,Big Data,86,57.5,68,2022
France,Europe,PSL University,PhD,Healthcare & Medicine,2021,95.4,100.0,96900,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Diagnostics,65,49.8,45,2021
France,Europe,PSL University,PhD,Natural Sciences,2021,83.3,88.8,75000,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,56,38.0,79,2021
Canada,North America,McGill University,Bachelor,Engineering,2025,80.9,85.3,67700,Manufacturing/Construction,Civil Engineer,SolidWorks,Lean Six Sigma,AutoCAD,69,85.5,55,2025
Japan,Asia-Pacific,University of Tokyo,PhD,Data Science & AI,2021,90.0,95.3,98000,Technology/Consulting,Data Analyst,Big Data,R,Data Visualization,86,44.1,51,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Business & Finance,2023,77.4,83.6,80200,Finance/Consulting,Marketing Manager,Strategic Planning,Excel,Data Analysis,85,77.9,65,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Computer Science,2020,87.1,93.9,71400,Technology,Software Engineer,SQL,Java,Cybersecurity,85,34.9,54,2020
Canada,North America,UBC,PhD,Engineering,2022,87.9,93.2,94600,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Lean Six Sigma,SolidWorks,66,51.8,48,2022
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2015,80.2,87.0,27000,Finance/Consulting,Investment Banker,Data Analysis,Strategic Planning,Financial Modeling,46,8.8,80,2015
Australia,Asia-Pacific,ANU,Master,Natural Sciences,2022,85.2,89.6,76000,Research/Academia,Environmental Scientist,Laboratory Skills,Scientific Writing,Experimental Design,70,71.1,68,2022
Australia,Asia-Pacific,University of Melbourne,Bachelor,Engineering,2016,86.7,90.4,53500,Manufacturing/Construction,Electrical Engineer,MATLAB,SolidWorks,AutoCAD,58,9.7,42,2016
Mexico,Latin America,UNAM,Master,Social Sciences,2019,67.5,68.5,25400,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Public Policy,63,12.6,60,2019
Japan,Asia-Pacific,Kyoto University,Bachelor,Natural Sciences,2018,67.3,73.8,40700,Research/Academia,Biologist,Laboratory Skills,Statistical Analysis,Experimental Design,58,9.8,70,2018
USA,North America,UC Berkeley,PhD,Data Science & AI,2023,92.9,94.1,147400,Technology/Consulting,Data Analyst,NLP,Machine Learning,Big Data,100,82.0,50,2023
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2024,91.8,99.0,35600,Technology/Consulting,NLP Specialist,Data Visualization,Machine Learning,NLP,66,75.0,43,2024
Canada,North America,UBC,PhD,Engineering,2018,80.6,85.8,88500,Manufacturing/Construction,Mechanical Engineer,MATLAB,Project Management,Lean Six Sigma,49,6.2,79,2018
USA,North America,UC Berkeley,Bachelor,Engineering,2020,82.8,87.4,72400,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,SolidWorks,54,38.8,77,2020
Switzerland,Europe,EPFL,PhD,Healthcare & Medicine,2015,95.0,100.0,121100,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Medical Coding,50,9.3,40,2015
Japan,Asia-Pacific,University of Tokyo,Master,Social Sciences,2021,90.2,95.2,46600,Government/NGO,Sociologist,Data Analysis,Communication,Public Policy,58,50.2,75,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Natural Sciences,2024,78.9,84.7,61200,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,84,90.0,100,2024
Mexico,Latin America,UNAM,Bachelor,Computer Science,2019,98.4,100.0,19000,Technology,Cybersecurity Analyst,Cybersecurity,Python,React,81,13.7,62,2019
Canada,North America,UBC,PhD,Social Sciences,2024,87.6,91.1,83400,Government/NGO,Sociologist,Public Policy,Data Analysis,Communication,84,66.2,99,2024
UK,Europe,Cambridge,PhD,Healthcare & Medicine,2021,92.6,96.7,110100,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Patient Care,56,48.6,69,2021
USA,North America,Stanford,Master,Engineering,2016,91.1,96.5,84200,Manufacturing/Construction,Electrical Engineer,Project Management,MATLAB,SolidWorks,43,7.3,67,2016
Australia,Asia-Pacific,University of Sydney,Bachelor,Computer Science,2018,84.1,93.3,59800,Technology,Cybersecurity Analyst,Cloud Computing,Java,Python,79,5.8,82,2018
Canada,North America,UBC,PhD,Computer Science,2022,87.5,90.9,104500,Technology,Data Scientist,SQL,Cybersecurity,Python,100,57.5,40,2022
Israel,Middle East & Africa,Technion,Bachelor,Data Science & AI,2022,88.5,89.8,85200,Technology/Consulting,Machine Learning Engineer,Machine Learning,NLP,Data Visualization,80,65.2,76,2022
Germany,Europe,Humboldt University,Bachelor,Healthcare & Medicine,2025,85.7,90.8,87500,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Diagnostics,63,74.6,83,2025
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2023,91.4,97.3,24100,Healthcare,Medical Doctor,Clinical Research,Patient Care,Diagnostics,59,59.9,70,2023
Switzerland,Europe,EPFL,PhD,Data Science & AI,2020,99.0,100.0,165000,Technology/Consulting,Data Analyst,Deep Learning,Data Visualization,Machine Learning,80,42.7,70,2020
Mexico,Latin America,UNAM,Master,Business & Finance,2019,81.4,83.7,21600,Finance/Consulting,Investment Banker,Data Analysis,Strategic Planning,Excel,56,18.2,82,2019
Switzerland,Europe,ETH Zurich,Bachelor,Social Sciences,2022,79.6,83.0,64400,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,63,70.4,79,2022
Canada,North America,University of Toronto,Bachelor,Social Sciences,2017,86.0,91.4,54600,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,60,9.0,53,2017
USA,North America,MIT,Master,Engineering,2020,86.3,90.8,94200,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,MATLAB,62,52.4,82,2020
Netherlands,Europe,TU Delft,Master,Healthcare & Medicine,2019,92.5,97.1,70100,Healthcare,Public Health Specialist,Medical Coding,Patient Care,Clinical Research,69,15.2,89,2019
Sweden,Europe,Karolinska Institute,PhD,Data Science & AI,2016,89.1,96.3,88700,Technology/Consulting,AI Consultant,Machine Learning,Deep Learning,R,66,5.0,77,2016
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2024,91.9,97.5,30300,Finance/Consulting,Management Consultant,Market Research,Excel,Data Analysis,69,76.3,93,2024
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2024,91.0,94.4,44900,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Medical Coding,67,70.2,85,2024
Canada,North America,McGill University,Master,Data Science & AI,2025,90.6,96.8,93100,Technology/Consulting,AI Consultant,Data Visualization,Deep Learning,R,93,82.8,79,2025
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Business & Finance,2025,79.9,86.2,29600,Finance/Consulting,Marketing Manager,Financial Modeling,Data Analysis,Market Research,74,83.2,87,2025
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2015,95.0,100.0,31700,Technology/Consulting,NLP Specialist,R,Data Visualization,Machine Learning,81,15.6,72,2015
USA,North America,MIT,Master,Natural Sciences,2025,82.3,84.9,91700,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,73,90.0,78,2025
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2015,86.2,92.5,17200,Technology/Consulting,Machine Learning Engineer,NLP,Big Data,Data Visualization,56,17.3,66,2015
USA,North America,UC Berkeley,Master,Healthcare & Medicine,2024,94.0,100.0,113400,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,53,88.2,74,2024
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2021,76.3,80.6,23300,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Excel,49,67.2,92,2021
Canada,North America,UBC,Bachelor,Engineering,2018,78.9,83.5,58500,Manufacturing/Construction,Civil Engineer,Project Management,Lean Six Sigma,AutoCAD,63,18.8,61,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Healthcare & Medicine,2019,97.7,99.2,52400,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Clinical Research,47,8.8,46,2019
Australia,Asia-Pacific,ANU,PhD,Data Science & AI,2015,97.3,100.0,108500,Technology/Consulting,Machine Learning Engineer,Machine Learning,R,NLP,82,17.2,68,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2016,94.3,100.0,32200,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Laboratory Skills,54,16.8,74,2016
France,Europe,PSL University,Master,Engineering,2020,81.7,88.7,63200,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,AutoCAD,40,37.1,90,2020
Canada,North America,McGill University,Bachelor,Social Sciences,2025,87.7,95.6,50800,Government/NGO,Human Resources Specialist,Communication,Qualitative Research,Public Policy,69,84.3,65,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Healthcare & Medicine,2015,99.0,100.0,64900,Healthcare,Medical Doctor,Clinical Research,Diagnostics,Patient Care,43,10.6,73,2015
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Data Science & AI,2016,90.4,98.0,23200,Technology/Consulting,Machine Learning Engineer,Big Data,R,Deep Learning,54,14.1,90,2016
Japan,Asia-Pacific,Kyoto University,PhD,Business & Finance,2022,91.5,95.1,84300,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Market Research,68,56.9,65,2022
UK,Europe,Cambridge,Bachelor,Business & Finance,2018,83.5,90.2,52200,Finance/Consulting,Investment Banker,Excel,Data Analysis,Market Research,55,5.0,76,2018
Netherlands,Europe,TU Delft,PhD,Engineering,2016,81.9,90.7,81900,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,Lean Six Sigma,36,5.0,59,2016
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2020,76.0,79.0,22500,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Experimental Design,69,44.6,75,2020
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2019,80.9,85.1,41500,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Laboratory Skills,66,5.0,40,2019
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2020,97.7,100.0,117200,Technology/Consulting,Machine Learning Engineer,Deep Learning,Big Data,Data Visualization,88,19.8,74,2020
Brazil,Latin America,University of São Paulo,Master,Data Science & AI,2021,84.5,91.2,40600,Technology/Consulting,NLP Specialist,Data Visualization,Deep Learning,Big Data,80,80.7,40,2021
Japan,Asia-Pacific,Kyoto University,Bachelor,Computer Science,2021,88.0,89.8,62000,Technology,Cybersecurity Analyst,Cloud Computing,Java,DevOps,76,52.8,85,2021
USA,North America,UC Berkeley,PhD,Healthcare & Medicine,2016,99.0,100.0,121900,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Clinical Research,63,12.0,60,2016
India,Asia-Pacific,IISc Bangalore,Bachelor,Healthcare & Medicine,2019,86.5,91.5,22200,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Medical Coding,50,5.0,77,2019
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Data Science & AI,2022,90.3,98.0,102100,Technology/Consulting,Machine Learning Engineer,Data Visualization,Deep Learning,R,81,57.0,79,2022
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Social Sciences,2017,80.4,80.4,19200,Government/NGO,Sociologist,Communication,Public Policy,Data Analysis,54,5.0,51,2017
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2022,86.0,89.9,79600,Technology,Software Engineer,React,Java,Cloud Computing,79,66.6,73,2022
Japan,Asia-Pacific,University of Tokyo,Master,Healthcare & Medicine,2016,91.7,97.3,52500,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,48,9.7,72,2016
Mexico,Latin America,UNAM,Master,Engineering,2022,73.4,77.9,31700,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,SolidWorks,AutoCAD,79,74.2,82,2022
India,Asia-Pacific,IIT Delhi,Master,Computer Science,2018,99.0,100.0,29700,Technology,Data Scientist,SQL,Java,React,74,5.2,65,2018
South Africa,Middle East & Africa,University of Cape Town,Master,Engineering,2018,73.4,77.5,48500,Manufacturing/Construction,Civil Engineer,AutoCAD,MATLAB,SolidWorks,41,10.6,51,2018
Israel,Middle East & Africa,Technion,Bachelor,Data Science & AI,2015,80.2,86.5,63800,Technology/Consulting,NLP Specialist,Deep Learning,Big Data,Data Visualization,82,8.1,67,2015
Sweden,Europe,KTH Royal Institute of Technology,Master,Engineering,2016,82.2,87.1,61500,Manufacturing/Construction,Civil Engineer,SolidWorks,MATLAB,AutoCAD,59,16.2,57,2016
UK,Europe,Imperial College London,Bachelor,Business & Finance,2022,84.5,86.7,60700,Finance/Consulting,Management Consultant,Market Research,Strategic Planning,Financial Modeling,44,62.3,77,2022
Switzerland,Europe,ETH Zurich,Master,Business & Finance,2024,78.4,81.8,120200,Finance/Consulting,Marketing Manager,Strategic Planning,Data Analysis,Financial Modeling,59,86.9,52,2024
Germany,Europe,Heidelberg University,Bachelor,Engineering,2016,75.5,77.6,51600,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,MATLAB,60,7.4,72,2016
Australia,Asia-Pacific,University of Sydney,Bachelor,Engineering,2017,76.3,82.8,50200,Manufacturing/Construction,Mechanical Engineer,AutoCAD,SolidWorks,Lean Six Sigma,79,5.0,66,2017
USA,North America,Stanford,Bachelor,Data Science & AI,2024,86.9,93.6,95400,Technology/Consulting,Machine Learning Engineer,Deep Learning,Data Visualization,Big Data,79,81.5,62,2024
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2015,76.6,80.9,45800,Government/NGO,Human Resources Specialist,Qualitative Research,Communication,Data Analysis,59,5.0,71,2015
Canada,North America,University of Toronto,Bachelor,Natural Sciences,2020,74.6,80.3,42400,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Statistical Analysis,50,34.6,77,2020
Canada,North America,McGill University,PhD,Data Science & AI,2015,97.1,100.0,94300,Technology/Consulting,Data Analyst,NLP,Data Visualization,Deep Learning,74,16.2,74,2015
Canada,North America,McGill University,PhD,Natural Sciences,2018,87.6,91.5,85300,Research/Academia,Physicist,Statistical Analysis,Scientific Writing,Laboratory Skills,68,11.3,64,2018
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2023,86.8,92.7,22100,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Scientific Writing,84,80.9,77,2023
South Korea,Asia-Pacific,KAIST,Bachelor,Business & Finance,2015,79.1,84.2,36000,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Strategic Planning,56,13.2,72,2015
UAE,Middle East & Africa,Khalifa University,PhD,Business & Finance,2022,86.6,89.9,106400,Finance/Consulting,Marketing Manager,Data Analysis,Market Research,Excel,80,39.5,91,2022
China,Asia-Pacific,Peking University,Bachelor,Social Sciences,2022,85.0,90.7,28500,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Communication,67,65.5,82,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Social Sciences,2020,88.2,91.0,63400,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,59,48.4,84,2020
USA,North America,Stanford,Bachelor,Engineering,2016,78.0,84.8,64600,Manufacturing/Construction,Robotics Engineer,AutoCAD,SolidWorks,Project Management,45,18.8,68,2016
Canada,North America,UBC,Master,Social Sciences,2021,75.3,80.4,51600,Government/NGO,Economist,Qualitative Research,Data Analysis,Public Policy,63,69.7,54,2021
Germany,Europe,Humboldt University,Master,Computer Science,2023,86.0,90.0,89000,Technology,Software Engineer,Cloud Computing,Cybersecurity,Java,100,58.6,78,2023
Netherlands,Europe,University of Amsterdam,PhD,Healthcare & Medicine,2020,92.9,98.9,104000,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Patient Care,48,56.6,98,2020
Canada,North America,University of Toronto,PhD,Data Science & AI,2018,99.0,100.0,106500,Technology/Consulting,Data Analyst,Machine Learning,NLP,Big Data,80,17.2,63,2018
Mexico,Latin America,UNAM,PhD,Natural Sciences,2023,74.9,84.1,24900,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Scientific Writing,60,68.1,53,2023
France,Europe,Ecole Polytechnique,Master,Healthcare & Medicine,2025,87.3,91.4,91400,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Clinical Research,72,79.4,67,2025
Argentina,Latin America,University of Buenos Aires,Bachelor,Business & Finance,2025,82.1,87.4,28300,Finance/Consulting,Marketing Manager,Market Research,Strategic Planning,Excel,72,86.1,99,2025
Mexico,Latin America,UNAM,Master,Engineering,2023,82.3,87.5,24700,Manufacturing/Construction,Mechanical Engineer,Project Management,AutoCAD,SolidWorks,76,81.0,69,2023
Singapore,Asia-Pacific,NUS,Master,Natural Sciences,2020,82.9,83.3,73400,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,44,33.9,61,2020
India,Asia-Pacific,IIT Delhi,Master,Natural Sciences,2018,85.0,90.0,15400,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Experimental Design,53,5.0,69,2018
France,Europe,Ecole Polytechnique,Master,Engineering,2018,80.4,85.6,48800,Manufacturing/Construction,Robotics Engineer,SolidWorks,MATLAB,Lean Six Sigma,58,5.0,73,2018
South Korea,Asia-Pacific,KAIST,Master,Data Science & AI,2023,87.2,93.6,68400,Technology/Consulting,NLP Specialist,Data Visualization,Big Data,R,100,70.5,57,2023
Germany,Europe,Heidelberg University,PhD,Data Science & AI,2020,97.7,100.0,113700,Technology/Consulting,NLP Specialist,Machine Learning,NLP,R,100,32.8,73,2020
France,Europe,PSL University,Master,Healthcare & Medicine,2017,98.7,99.8,76100,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Medical Coding,53,17.4,100,2017
USA,North America,MIT,Master,Natural Sciences,2017,79.4,82.4,72800,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Scientific Writing,76,13.6,57,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Computer Science,2024,94.6,100.0,102300,Technology,AI Researcher,DevOps,Cybersecurity,Java,79,73.9,45,2024
India,Asia-Pacific,IIT Bombay,Bachelor,Healthcare & Medicine,2016,88.3,94.2,26400,Healthcare,Medical Doctor,Medical Coding,Patient Care,Diagnostics,66,11.1,68,2016
Germany,Europe,TU Munich,Master,Business & Finance,2022,81.6,89.1,83600,Finance/Consulting,Management Consultant,Market Research,Financial Modeling,Strategic Planning,67,54.6,85,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2016,83.3,91.4,24600,Technology/Consulting,NLP Specialist,Big Data,R,Machine Learning,75,11.4,85,2016
USA,North America,Stanford,PhD,Healthcare & Medicine,2023,97.8,100.0,136500,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,51,60.0,78,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Business & Finance,2025,88.1,95.4,59000,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Excel,83,90.0,73,2025
China,Asia-Pacific,Fudan University,Master,Business & Finance,2021,86.2,92.0,41200,Finance/Consulting,Financial Analyst,Data Analysis,Financial Modeling,Strategic Planning,67,66.9,60,2021
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2023,84.6,87.8,30000,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Project Management,AutoCAD,64,74.9,65,2023
USA,North America,Stanford,Bachelor,Natural Sciences,2015,72.4,79.7,58800,Research/Academia,Chemist,Scientific Writing,Experimental Design,Statistical Analysis,56,7.2,56,2015
Mexico,Latin America,UNAM,Bachelor,Natural Sciences,2018,76.0,83.1,6700,Research/Academia,Physicist,Experimental Design,Statistical Analysis,Scientific Writing,55,15.8,60,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2025,77.7,80.7,62400,Government/NGO,Human Resources Specialist,Public Policy,Communication,Data Analysis,68,83.4,46,2025
Canada,North America,UBC,PhD,Data Science & AI,2024,93.5,100.0,126000,Technology/Consulting,Machine Learning Engineer,R,Data Visualization,Deep Learning,97,90.0,80,2024
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2015,85.1,90.4,36000,Healthcare,Public Health Specialist,Clinical Research,Diagnostics,Medical Coding,55,17.3,80,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Engineering,2020,77.8,82.2,51100,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Lean Six Sigma,SolidWorks,64,51.6,67,2020
Japan,Asia-Pacific,Kyoto University,Bachelor,Business & Finance,2020,83.4,86.2,50900,Finance/Consulting,Investment Banker,Market Research,Financial Modeling,Excel,76,31.2,41,2020
Switzerland,Europe,ETH Zurich,Master,Data Science & AI,2025,99.0,100.0,144200,Technology/Consulting,Machine Learning Engineer,Machine Learning,NLP,R,97,90.0,67,2025
India,Asia-Pacific,IIT Bombay,Master,Business & Finance,2021,70.0,75.3,20600,Finance/Consulting,Financial Analyst,Market Research,Excel,Financial Modeling,75,53.4,79,2021
India,Asia-Pacific,IISc Bangalore,PhD,Social Sciences,2016,84.6,89.4,31000,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,43,20.1,77,2016
South Korea,Asia-Pacific,KAIST,Master,Healthcare & Medicine,2015,85.4,92.9,51100,Healthcare,Medical Doctor,Patient Care,Clinical Research,Medical Coding,39,19.3,40,2015
Argentina,Latin America,University of Buenos Aires,Master,Data Science & AI,2022,93.7,98.9,34600,Technology/Consulting,AI Consultant,Machine Learning,Data Visualization,Big Data,82,78.9,80,2022
USA,North America,Georgia Tech,Bachelor,Engineering,2022,71.4,76.8,69900,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,MATLAB,63,44.8,69,2022
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2016,91.3,97.7,18400,Technology,Cybersecurity Analyst,Cloud Computing,Cybersecurity,DevOps,86,14.5,59,2016
Israel,Middle East & Africa,Technion,Bachelor,Healthcare & Medicine,2024,90.3,92.7,82600,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Medical Coding,71,90.0,70,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Business & Finance,2016,80.2,82.7,40900,Finance/Consulting,Management Consultant,Data Analysis,Financial Modeling,Excel,60,12.6,67,2016
Canada,North America,UBC,Bachelor,Data Science & AI,2018,88.9,94.0,64800,Technology/Consulting,AI Consultant,R,NLP,Machine Learning,68,5.0,87,2018
Mexico,Latin America,UNAM,PhD,Engineering,2023,83.8,89.4,34900,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,SolidWorks,69,58.3,44,2023
Switzerland,Europe,ETH Zurich,Master,Engineering,2021,83.2,86.8,105400,Manufacturing/Construction,Robotics Engineer,SolidWorks,Project Management,AutoCAD,58,71.3,42,2021
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2020,89.5,94.4,12500,Government/NGO,Human Resources Specialist,Communication,Qualitative Research,Data Analysis,52,51.7,70,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2017,91.0,94.6,50800,Technology,Data Scientist,SQL,Cybersecurity,Cloud Computing,63,9.4,54,2017
Netherlands,Europe,TU Delft,Master,Natural Sciences,2021,83.0,89.7,62400,Research/Academia,Biologist,Experimental Design,Scientific Writing,Laboratory Skills,73,45.9,77,2021
China,Asia-Pacific,Fudan University,Master,Natural Sciences,2015,82.9,86.9,35100,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Laboratory Skills,39,12.5,44,2015
South Korea,Asia-Pacific,Seoul National University,Bachelor,Computer Science,2023,77.2,79.6,53000,Technology,Cloud Architect,DevOps,Java,Python,77,81.0,80,2023
Israel,Middle East & Africa,Technion,PhD,Natural Sciences,2015,86.6,93.4,72500,Research/Academia,Environmental Scientist,Experimental Design,Laboratory Skills,Scientific Writing,48,5.0,66,2015
Mexico,Latin America,UNAM,PhD,Natural Sciences,2016,76.8,82.6,25300,Research/Academia,Chemist,Laboratory Skills,Scientific Writing,Statistical Analysis,54,12.2,74,2016
India,Asia-Pacific,IISc Bangalore,PhD,Business & Finance,2025,82.1,87.5,44500,Finance/Consulting,Investment Banker,Market Research,Data Analysis,Financial Modeling,66,84.2,90,2025
UAE,Middle East & Africa,Khalifa University,Master,Computer Science,2017,95.6,99.4,64200,Technology,AI Researcher,Python,SQL,Java,66,11.3,47,2017
Germany,Europe,Heidelberg University,PhD,Data Science & AI,2022,88.8,93.3,115500,Technology/Consulting,NLP Specialist,Deep Learning,Machine Learning,R,75,76.0,96,2022
Mexico,Latin America,UNAM,PhD,Natural Sciences,2021,85.7,92.4,19800,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Statistical Analysis,67,43.4,66,2021
Mexico,Latin America,UNAM,Master,Natural Sciences,2021,79.1,81.7,19700,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,60,35.0,66,2021
Canada,North America,UBC,Bachelor,Engineering,2019,81.0,84.7,51600,Manufacturing/Construction,Electrical Engineer,MATLAB,AutoCAD,SolidWorks,60,15.4,93,2019
Germany,Europe,Heidelberg University,Bachelor,Social Sciences,2021,75.8,80.2,34800,Government/NGO,Economist,Communication,Public Policy,Qualitative Research,66,33.5,55,2021
Germany,Europe,TU Munich,PhD,Computer Science,2019,93.4,99.2,101700,Technology,Cybersecurity Analyst,Java,Cybersecurity,Python,82,11.7,72,2019
Canada,North America,UBC,Master,Business & Finance,2025,84.6,85.1,90600,Finance/Consulting,Investment Banker,Strategic Planning,Data Analysis,Financial Modeling,85,68.0,53,2025
South Korea,Asia-Pacific,Seoul National University,Bachelor,Data Science & AI,2015,93.4,93.4,45300,Technology/Consulting,Machine Learning Engineer,NLP,Machine Learning,Big Data,69,14.0,84,2015
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2015,89.7,93.5,17100,Technology,Cybersecurity Analyst,Cybersecurity,Python,Java,66,5.0,56,2015
Australia,Asia-Pacific,ANU,PhD,Engineering,2025,83.7,89.6,119300,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,Project Management,72,90.0,83,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2023,87.0,91.5,76200,Technology/Consulting,NLP Specialist,Big Data,Deep Learning,R,85,63.3,83,2023
USA,North America,MIT,Master,Healthcare & Medicine,2021,92.2,97.3,112500,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Clinical Research,70,31.3,70,2021
Brazil,Latin America,University of São Paulo,PhD,Business & Finance,2019,79.8,82.3,44800,Finance/Consulting,Financial Analyst,Strategic Planning,Market Research,Financial Modeling,56,9.7,56,2019
Canada,North America,UBC,Bachelor,Natural Sciences,2025,77.6,80.3,70200,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Scientific Writing,69,90.0,70,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Healthcare & Medicine,2020,86.9,94.9,77100,Healthcare,Pharmacist,Medical Coding,Diagnostics,Clinical Research,65,50.5,75,2020
France,Europe,PSL University,Bachelor,Natural Sciences,2015,75.6,79.7,43300,Research/Academia,Physicist,Statistical Analysis,Laboratory Skills,Experimental Design,63,17.8,52,2015
Canada,North America,UBC,PhD,Business & Finance,2015,80.8,84.5,87300,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Market Research,52,15.7,76,2015
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Natural Sciences,2017,82.6,86.9,20600,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,58,17.0,40,2017
USA,North America,Stanford,Master,Business & Finance,2025,73.6,81.0,110200,Finance/Consulting,Financial Analyst,Strategic Planning,Data Analysis,Excel,63,77.8,80,2025
USA,North America,MIT,Bachelor,Social Sciences,2015,75.0,77.5,48600,Government/NGO,Policy Analyst,Public Policy,Communication,Data Analysis,48,5.0,54,2015
Israel,Middle East & Africa,Technion,PhD,Computer Science,2019,88.2,94.0,107500,Technology,Data Scientist,SQL,Cybersecurity,Python,92,9.3,71,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Data Science & AI,2016,87.1,94.4,98500,Technology/Consulting,Machine Learning Engineer,R,Big Data,Deep Learning,82,14.3,89,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Social Sciences,2018,78.3,85.5,49300,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Communication,67,15.5,70,2018
Netherlands,Europe,University of Amsterdam,Bachelor,Healthcare & Medicine,2025,91.0,97.8,70300,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Diagnostics,80,85.7,74,2025
Sweden,Europe,Karolinska Institute,PhD,Computer Science,2020,97.9,100.0,91400,Technology,Cybersecurity Analyst,SQL,Cybersecurity,Cloud Computing,87,28.5,85,2020
South Korea,Asia-Pacific,Seoul National University,Master,Social Sciences,2018,77.3,83.7,43100,Government/NGO,Sociologist,Public Policy,Data Analysis,Communication,50,13.7,65,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2024,75.1,79.2,42500,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Laboratory Skills,81,89.0,94,2024
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2024,87.3,91.9,44100,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Patient Care,63,73.3,42,2024
Argentina,Latin America,University of Buenos Aires,Master,Business & Finance,2020,74.8,79.8,22800,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Strategic Planning,81,34.9,72,2020
Mexico,Latin America,UNAM,PhD,Business & Finance,2022,84.4,90.0,41900,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Excel,60,57.7,55,2022
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2025,84.3,91.2,56000,Healthcare,Pharmacist,Medical Coding,Clinical Research,Diagnostics,55,90.0,64,2025
Netherlands,Europe,University of Amsterdam,Bachelor,Healthcare & Medicine,2017,92.9,99.8,52200,Healthcare,Pharmacist,Patient Care,Diagnostics,Medical Coding,49,13.6,40,2017
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2018,89.5,94.0,13800,Government/NGO,Policy Analyst,Data Analysis,Communication,Qualitative Research,37,6.5,56,2018
Mexico,Latin America,UNAM,Bachelor,Healthcare & Medicine,2025,88.1,93.5,26900,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Medical Coding,69,90.0,76,2025
Australia,Asia-Pacific,ANU,Bachelor,Engineering,2020,85.8,90.0,65400,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,Project Management,47,52.1,72,2020
Netherlands,Europe,University of Amsterdam,PhD,Natural Sciences,2022,79.8,83.6,83000,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Laboratory Skills,72,69.8,81,2022
South Africa,Middle East & Africa,University of Cape Town,Master,Computer Science,2016,94.1,99.4,38000,Technology,Cybersecurity Analyst,React,Cloud Computing,Python,70,16.1,64,2016
Canada,North America,McGill University,Master,Healthcare & Medicine,2024,87.2,90.9,97200,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Clinical Research,65,72.0,81,2024
South Africa,Middle East & Africa,University of Cape Town,Master,Natural Sciences,2016,81.7,87.0,20200,Research/Academia,Biologist,Experimental Design,Laboratory Skills,Scientific Writing,33,7.8,73,2016
Israel,Middle East & Africa,Technion,Bachelor,Natural Sciences,2025,79.0,85.3,65300,Research/Academia,Chemist,Scientific Writing,Laboratory Skills,Experimental Design,68,90.0,73,2025
Japan,Asia-Pacific,University of Tokyo,PhD,Business & Finance,2023,79.6,83.6,94400,Finance/Consulting,Marketing Manager,Data Analysis,Excel,Market Research,59,66.7,91,2023
USA,North America,MIT,Bachelor,Healthcare & Medicine,2018,84.3,88.1,78000,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Medical Coding,59,5.5,59,2018
Singapore,Asia-Pacific,NUS,Bachelor,Social Sciences,2023,76.9,83.8,63000,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,78,62.7,56,2023
India,Asia-Pacific,IISc Bangalore,Bachelor,Business & Finance,2025,74.6,79.8,24100,Finance/Consulting,Financial Analyst,Market Research,Excel,Financial Modeling,67,90.0,90,2025
Germany,Europe,TU Munich,Master,Healthcare & Medicine,2018,93.7,94.8,83900,Healthcare,Pharmacist,Clinical Research,Medical Coding,Diagnostics,60,18.6,40,2018
UK,Europe,Oxford,Master,Social Sciences,2018,80.5,83.8,54500,Government/NGO,Economist,Public Policy,Data Analysis,Qualitative Research,64,18.5,81,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Data Science & AI,2024,85.3,90.6,21500,Technology/Consulting,NLP Specialist,Data Visualization,R,Deep Learning,96,76.1,65,2024
China,Asia-Pacific,Fudan University,Master,Business & Finance,2016,86.6,93.9,54800,Finance/Consulting,Management Consultant,Excel,Market Research,Strategic Planning,37,6.5,71,2016
Argentina,Latin America,University of Buenos Aires,Master,Computer Science,2021,99.0,100.0,19600,Technology,AI Researcher,Cybersecurity,DevOps,Java,76,67.8,69,2021
Japan,Asia-Pacific,Kyoto University,Bachelor,Data Science & AI,2020,90.7,96.9,71000,Technology/Consulting,NLP Specialist,NLP,Machine Learning,R,93,52.8,77,2020
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2023,83.8,87.2,20000,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Experimental Design,67,58.9,43,2023
Australia,Asia-Pacific,ANU,Bachelor,Social Sciences,2020,86.3,93.2,49000,Government/NGO,Human Resources Specialist,Data Analysis,Communication,Public Policy,59,57.5,61,2020
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2019,70.3,73.0,16100,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,66,6.8,76,2019
Mexico,Latin America,UNAM,PhD,Business & Finance,2015,77.5,83.5,38600,Finance/Consulting,Financial Analyst,Market Research,Excel,Financial Modeling,55,5.7,90,2015
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2025,81.1,90.3,26600,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Laboratory Skills,75,90.0,90,2025
South Africa,Middle East & Africa,University of Cape Town,Master,Computer Science,2019,97.5,100.0,33900,Technology,Software Engineer,Cloud Computing,Python,SQL,72,8.6,60,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Business & Finance,2017,82.6,86.6,67000,Finance/Consulting,Financial Analyst,Financial Modeling,Market Research,Strategic Planning,60,8.6,65,2017
India,Asia-Pacific,IISc Bangalore,Bachelor,Healthcare & Medicine,2015,92.3,98.1,20900,Healthcare,Pharmacist,Diagnostics,Patient Care,Clinical Research,46,14.2,66,2015
Switzerland,Europe,EPFL,Master,Social Sciences,2020,73.9,80.9,78000,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,60,42.1,85,2020
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2016,86.1,91.3,38900,Technology/Consulting,Machine Learning Engineer,R,Machine Learning,Deep Learning,75,8.7,92,2016
Japan,Asia-Pacific,University of Tokyo,PhD,Engineering,2023,88.6,95.2,73400,Manufacturing/Construction,Electrical Engineer,AutoCAD,MATLAB,Lean Six Sigma,70,36.6,89,2023
UK,Europe,Cambridge,Master,Healthcare & Medicine,2019,88.7,93.4,72200,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Diagnostics,62,13.2,83,2019
UK,Europe,Oxford,Bachelor,Engineering,2018,81.3,87.1,57000,Manufacturing/Construction,Civil Engineer,MATLAB,AutoCAD,Project Management,45,6.2,83,2018
Mexico,Latin America,UNAM,Master,Natural Sciences,2019,84.9,88.8,26200,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,67,5.0,86,2019
Sweden,Europe,Karolinska Institute,Bachelor,Social Sciences,2015,88.4,90.4,36100,Government/NGO,Economist,Communication,Qualitative Research,Public Policy,67,8.2,64,2015
South Africa,Middle East & Africa,University of Cape Town,Master,Data Science & AI,2016,87.8,92.6,37800,Technology/Consulting,Machine Learning Engineer,R,Data Visualization,Machine Learning,64,6.5,77,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Computer Science,2022,86.2,88.4,56400,Technology,AI Researcher,React,Cloud Computing,SQL,78,73.1,57,2022
Singapore,Asia-Pacific,NUS,PhD,Business & Finance,2015,84.0,88.2,92500,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Market Research,72,9.2,75,2015
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2018,85.9,91.3,75000,Manufacturing/Construction,Mechanical Engineer,SolidWorks,MATLAB,Project Management,54,20.1,68,2018
UK,Europe,Imperial College London,Master,Data Science & AI,2021,88.0,89.6,83200,Technology/Consulting,AI Consultant,NLP,Deep Learning,Data Visualization,90,26.5,69,2021
USA,North America,UC Berkeley,Bachelor,Healthcare & Medicine,2019,99.0,100.0,76400,Healthcare,Pharmacist,Clinical Research,Medical Coding,Patient Care,48,9.3,67,2019
UK,Europe,Oxford,Master,Healthcare & Medicine,2018,90.8,93.3,72400,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Patient Care,59,5.0,69,2018
USA,North America,Georgia Tech,PhD,Data Science & AI,2016,98.1,100.0,114800,Technology/Consulting,AI Consultant,Data Visualization,NLP,Machine Learning,68,17.0,65,2016
China,Asia-Pacific,Fudan University,Master,Social Sciences,2024,90.0,96.0,33300,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Data Analysis,68,86.9,74,2024
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Natural Sciences,2018,73.4,77.8,45300,Research/Academia,Biologist,Scientific Writing,Laboratory Skills,Experimental Design,62,9.4,83,2018
South Africa,Middle East & Africa,University of Cape Town,PhD,Data Science & AI,2025,88.6,91.0,63400,Technology/Consulting,AI Consultant,Deep Learning,Machine Learning,NLP,88,84.8,75,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2015,88.2,95.3,63400,Technology/Consulting,Data Analyst,NLP,Deep Learning,Big Data,71,6.5,70,2015
USA,North America,Harvard,Bachelor,Business & Finance,2020,81.5,87.7,80200,Finance/Consulting,Marketing Manager,Excel,Data Analysis,Strategic Planning,52,50.3,100,2020
Switzerland,Europe,ETH Zurich,Bachelor,Social Sciences,2020,74.1,79.4,61100,Government/NGO,Sociologist,Communication,Data Analysis,Public Policy,68,39.1,54,2020
India,Asia-Pacific,IIT Bombay,PhD,Natural Sciences,2018,86.0,90.2,26900,Research/Academia,Biologist,Scientific Writing,Laboratory Skills,Statistical Analysis,62,15.8,73,2018
UK,Europe,Oxford,PhD,Social Sciences,2017,87.1,90.4,63300,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,44,8.7,62,2017
China,Asia-Pacific,Peking University,Bachelor,Social Sciences,2024,89.2,98.5,26500,Government/NGO,Economist,Public Policy,Communication,Qualitative Research,64,80.9,67,2024
Mexico,Latin America,UNAM,Master,Engineering,2017,87.8,89.2,29600,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,Project Management,58,5.0,96,2017
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2022,88.9,93.4,117200,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Clinical Research,61,65.3,85,2022
USA,North America,UC Berkeley,PhD,Computer Science,2020,99.0,100.0,116700,Technology,Cybersecurity Analyst,DevOps,Java,SQL,71,40.7,95,2020
Brazil,Latin America,University of São Paulo,Master,Engineering,2024,79.6,86.2,40700,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,SolidWorks,Project Management,97,81.1,60,2024
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2024,82.5,86.4,22200,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Experimental Design,72,67.5,60,2024
Japan,Asia-Pacific,Kyoto University,Bachelor,Computer Science,2017,81.2,88.0,52800,Technology,Cloud Architect,Python,Java,DevOps,53,5.0,62,2017
Switzerland,Europe,EPFL,PhD,Healthcare & Medicine,2015,99.0,100.0,133400,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,47,12.9,56,2015
USA,North America,Georgia Tech,Master,Healthcare & Medicine,2021,85.3,90.4,103300,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Clinical Research,60,42.0,72,2021
Canada,North America,University of Toronto,PhD,Natural Sciences,2018,88.9,90.7,78400,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Experimental Design,55,6.2,83,2018
Singapore,Asia-Pacific,NUS,PhD,Social Sciences,2017,85.5,89.1,79200,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,62,5.0,43,2017
USA,North America,Georgia Tech,PhD,Engineering,2022,82.8,89.2,112700,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,SolidWorks,34,73.2,71,2022
USA,North America,Stanford,Master,Business & Finance,2015,81.8,88.9,71200,Finance/Consulting,Financial Analyst,Financial Modeling,Excel,Market Research,55,15.5,49,2015
USA,North America,Stanford,PhD,Social Sciences,2023,78.4,86.8,92700,Government/NGO,Economist,Qualitative Research,Data Analysis,Public Policy,72,90.0,62,2023
USA,North America,MIT,PhD,Business & Finance,2023,82.3,90.0,124600,Finance/Consulting,Marketing Manager,Financial Modeling,Data Analysis,Market Research,62,71.2,71,2023
USA,North America,Georgia Tech,PhD,Social Sciences,2025,79.7,84.5,100700,Government/NGO,Economist,Public Policy,Communication,Qualitative Research,68,89.9,84,2025
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2023,77.0,81.3,27300,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Qualitative Research,57,71.9,61,2023
Brazil,Latin America,University of São Paulo,Bachelor,Computer Science,2020,95.5,95.5,28000,Technology,Software Engineer,Java,Python,Cloud Computing,84,35.4,76,2020
Canada,North America,University of Toronto,Master,Computer Science,2021,97.2,100.0,79300,Technology,AI Researcher,Java,Cloud Computing,Cybersecurity,87,57.9,58,2021
Canada,North America,University of Toronto,Bachelor,Engineering,2022,83.8,87.2,60100,Manufacturing/Construction,Mechanical Engineer,AutoCAD,MATLAB,Lean Six Sigma,78,56.8,77,2022
UAE,Middle East & Africa,Khalifa University,PhD,Data Science & AI,2020,89.5,94.6,123200,Technology/Consulting,NLP Specialist,R,NLP,Data Visualization,90,49.5,65,2020
Switzerland,Europe,EPFL,Master,Data Science & AI,2021,90.1,98.0,125500,Technology/Consulting,NLP Specialist,Machine Learning,Big Data,Deep Learning,79,50.8,63,2021
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2022,80.8,83.8,26900,Finance/Consulting,Marketing Manager,Financial Modeling,Data Analysis,Market Research,54,40.0,57,2022
Switzerland,Europe,EPFL,Master,Computer Science,2017,97.9,100.0,109000,Technology,Cybersecurity Analyst,React,DevOps,SQL,79,9.4,81,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2022,99.0,100.0,83900,Technology/Consulting,Data Analyst,Deep Learning,Data Visualization,Machine Learning,97,68.7,81,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2017,84.6,89.4,47700,Manufacturing/Construction,Robotics Engineer,Project Management,MATLAB,SolidWorks,49,5.0,69,2017
Canada,North America,McGill University,Master,Business & Finance,2017,74.7,76.8,71500,Finance/Consulting,Financial Analyst,Data Analysis,Market Research,Financial Modeling,58,14.4,72,2017
Canada,North America,UBC,Bachelor,Computer Science,2022,89.6,94.5,74800,Technology,Data Scientist,DevOps,Python,Cloud Computing,74,44.4,97,2022
Canada,North America,University of Toronto,Master,Healthcare & Medicine,2018,84.3,89.6,85500,Healthcare,Pharmacist,Clinical Research,Medical Coding,Patient Care,54,8.6,63,2018
Netherlands,Europe,University of Amsterdam,Master,Computer Science,2019,95.3,100.0,76200,Technology,Cloud Architect,DevOps,Cloud Computing,SQL,76,9.2,84,2019
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Engineering,2021,80.4,85.3,67300,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,Project Management,AutoCAD,65,45.3,82,2021
Australia,Asia-Pacific,University of Melbourne,Master,Social Sciences,2024,79.2,85.4,63200,Government/NGO,Policy Analyst,Qualitative Research,Data Analysis,Public Policy,56,64.3,70,2024
Australia,Asia-Pacific,University of Melbourne,PhD,Engineering,2024,76.5,83.0,105200,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Project Management,SolidWorks,65,90.0,51,2024
Mexico,Latin America,UNAM,Master,Computer Science,2015,93.2,95.9,24300,Technology,Data Scientist,Cloud Computing,Python,DevOps,80,12.6,45,2015
UAE,Middle East & Africa,Khalifa University,PhD,Business & Finance,2017,84.9,88.7,91100,Finance/Consulting,Marketing Manager,Strategic Planning,Market Research,Data Analysis,39,11.4,100,2017
USA,North America,MIT,Bachelor,Healthcare & Medicine,2016,97.8,100.0,68900,Healthcare,Medical Doctor,Diagnostics,Medical Coding,Patient Care,54,13.9,69,2016
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2023,96.6,100.0,40300,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,69,64.8,67,2023
Israel,Middle East & Africa,Technion,Master,Engineering,2017,81.9,85.7,84800,Manufacturing/Construction,Mechanical Engineer,AutoCAD,SolidWorks,Lean Six Sigma,42,5.0,75,2017
Australia,Asia-Pacific,University of Sydney,Master,Business & Finance,2020,79.3,84.2,85800,Finance/Consulting,Investment Banker,Market Research,Financial Modeling,Excel,48,41.3,77,2020
Canada,North America,University of Toronto,Master,Engineering,2025,89.7,93.0,83700,Manufacturing/Construction,Mechanical Engineer,MATLAB,SolidWorks,AutoCAD,72,90.0,68,2025
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2022,82.9,90.6,28700,Healthcare,Biomedical Researcher,Medical Coding,Patient Care,Diagnostics,62,65.4,80,2022
Brazil,Latin America,University of São Paulo,PhD,Data Science & AI,2024,92.0,99.7,49100,Technology/Consulting,Machine Learning Engineer,Data Visualization,Deep Learning,NLP,76,90.0,58,2024
USA,North America,Georgia Tech,PhD,Social Sciences,2024,83.7,93.1,91700,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Data Analysis,48,78.6,77,2024
USA,North America,MIT,Master,Computer Science,2021,93.2,96.7,98700,Technology,Data Scientist,DevOps,Cloud Computing,Java,76,48.5,53,2021
Canada,North America,University of Toronto,PhD,Engineering,2021,81.1,85.1,98000,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,Lean Six Sigma,65,31.8,66,2021
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2015,87.6,95.1,53800,Technology,Software Engineer,Cloud Computing,React,Cybersecurity,70,7.0,50,2015
Netherlands,Europe,TU Delft,PhD,Data Science & AI,2019,99.0,100.0,103700,Technology/Consulting,Data Analyst,R,Big Data,NLP,77,15.1,75,2019
Singapore,Asia-Pacific,NTU,Bachelor,Social Sciences,2024,80.5,88.5,50100,Government/NGO,Sociologist,Public Policy,Data Analysis,Qualitative Research,67,52.6,75,2024
Switzerland,Europe,ETH Zurich,Bachelor,Data Science & AI,2020,80.9,82.5,98500,Technology/Consulting,Machine Learning Engineer,Machine Learning,Data Visualization,R,89,32.7,56,2020
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Computer Science,2025,89.8,95.0,106300,Technology,Cybersecurity Analyst,React,Cloud Computing,DevOps,87,78.0,62,2025
UK,Europe,Cambridge,PhD,Engineering,2021,83.2,88.0,94700,Manufacturing/Construction,Robotics Engineer,AutoCAD,Lean Six Sigma,MATLAB,81,57.3,82,2021
Switzerland,Europe,EPFL,Master,Data Science & AI,2016,92.4,96.5,109600,Technology/Consulting,AI Consultant,Deep Learning,Big Data,R,79,9.4,73,2016
UK,Europe,Imperial College London,Master,Engineering,2015,81.2,92.0,61300,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,Project Management,AutoCAD,43,6.6,80,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2025,91.5,94.4,124700,Technology,AI Researcher,Cybersecurity,DevOps,Cloud Computing,94,90.0,65,2025
Israel,Middle East & Africa,Technion,PhD,Data Science & AI,2015,83.7,87.3,106500,Technology/Consulting,Machine Learning Engineer,Big Data,NLP,Deep Learning,68,5.0,43,2015
Mexico,Latin America,UNAM,Master,Social Sciences,2016,84.7,92.3,16500,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,46,13.7,79,2016
Germany,Europe,Humboldt University,Master,Engineering,2021,79.5,80.9,82800,Manufacturing/Construction,Civil Engineer,SolidWorks,AutoCAD,Project Management,62,39.9,59,2021
Canada,North America,UBC,Bachelor,Social Sciences,2019,78.3,83.6,43200,Government/NGO,Sociologist,Public Policy,Communication,Data Analysis,65,8.2,75,2019
Sweden,Europe,KTH Royal Institute of Technology,PhD,Engineering,2019,87.7,92.3,87200,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,Lean Six Sigma,57,8.1,67,2019
Germany,Europe,Humboldt University,Bachelor,Business & Finance,2020,75.6,82.1,58400,Finance/Consulting,Investment Banker,Excel,Financial Modeling,Data Analysis,49,36.8,85,2020
Japan,Asia-Pacific,Kyoto University,Bachelor,Data Science & AI,2023,94.1,98.0,61600,Technology/Consulting,Data Analyst,R,Deep Learning,Machine Learning,75,54.1,89,2023
India,Asia-Pacific,IIT Delhi,Bachelor,Social Sciences,2024,83.7,86.7,12600,Government/NGO,Sociologist,Communication,Qualitative Research,Data Analysis,81,90.0,44,2024
USA,North America,Georgia Tech,Master,Social Sciences,2016,85.1,91.1,54800,Government/NGO,Policy Analyst,Communication,Qualitative Research,Data Analysis,59,7.1,99,2016
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2020,75.2,79.7,37300,Finance/Consulting,Marketing Manager,Strategic Planning,Financial Modeling,Data Analysis,47,55.9,60,2020
Canada,North America,McGill University,PhD,Engineering,2019,80.6,84.4,95100,Manufacturing/Construction,Mechanical Engineer,MATLAB,AutoCAD,Lean Six Sigma,38,13.0,89,2019
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Social Sciences,2016,72.3,78.9,31500,Government/NGO,Sociologist,Public Policy,Communication,Data Analysis,35,16.1,56,2016
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2024,81.2,84.2,12800,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,60,83.5,40,2024
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2025,91.5,93.9,42900,Healthcare,Biomedical Researcher,Diagnostics,Medical Coding,Clinical Research,59,90.0,79,2025
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2021,86.6,92.2,39800,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,66,57.0,86,2021
USA,North America,Georgia Tech,PhD,Computer Science,2024,92.4,96.2,134200,Technology,Data Scientist,SQL,Java,Cloud Computing,87,87.0,45,2024
Singapore,Asia-Pacific,NUS,Master,Computer Science,2021,85.6,89.9,99100,Technology,Cloud Architect,DevOps,React,Java,94,53.3,75,2021
France,Europe,Ecole Polytechnique,Bachelor,Engineering,2019,74.8,81.7,45200,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,Project Management,AutoCAD,52,7.5,84,2019
Netherlands,Europe,University of Amsterdam,Bachelor,Social Sciences,2023,81.3,86.4,42100,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Communication,65,64.8,61,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Engineering,2019,83.7,87.3,71200,Manufacturing/Construction,Civil Engineer,Project Management,Lean Six Sigma,SolidWorks,67,8.9,54,2019
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Business & Finance,2019,77.9,85.0,27300,Finance/Consulting,Management Consultant,Strategic Planning,Excel,Financial Modeling,54,8.6,91,2019
Switzerland,Europe,EPFL,PhD,Data Science & AI,2022,99.0,100.0,171400,Technology/Consulting,NLP Specialist,NLP,Machine Learning,Deep Learning,75,69.9,92,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Engineering,2020,86.2,93.1,86600,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,Project Management,56,31.6,64,2020
China,Asia-Pacific,Peking University,Master,Computer Science,2023,98.0,100.0,43900,Technology,Software Engineer,Cybersecurity,Java,Python,98,57.7,86,2023
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Healthcare & Medicine,2023,83.6,91.8,32400,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Patient Care,77,72.1,70,2023
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Business & Finance,2021,84.0,87.4,111000,Finance/Consulting,Investment Banker,Data Analysis,Excel,Strategic Planning,57,69.6,100,2021
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2025,83.6,88.0,27400,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Data Analysis,62,82.7,61,2025
Australia,Asia-Pacific,University of Sydney,Bachelor,Computer Science,2015,99.0,100.0,70200,Technology,AI Researcher,SQL,Java,Cybersecurity,60,14.5,66,2015
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2020,82.7,86.0,21300,Finance/Consulting,Management Consultant,Data Analysis,Market Research,Excel,51,37.5,62,2020
Canada,North America,University of Toronto,PhD,Social Sciences,2023,82.6,83.8,80400,Government/NGO,Human Resources Specialist,Data Analysis,Public Policy,Communication,81,60.2,55,2023
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2025,90.7,98.6,27200,Healthcare,Biomedical Researcher,Patient Care,Clinical Research,Diagnostics,72,90.0,74,2025
Australia,Asia-Pacific,ANU,Master,Healthcare & Medicine,2023,92.8,93.9,99100,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Patient Care,63,81.6,100,2023
Canada,North America,McGill University,Master,Natural Sciences,2024,83.4,87.2,66400,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Scientific Writing,88,66.5,79,2024
USA,North America,Harvard,Bachelor,Natural Sciences,2023,78.4,83.3,59200,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,76,59.2,79,2023
South Korea,Asia-Pacific,Seoul National University,Master,Computer Science,2017,92.6,99.5,57000,Technology,Cloud Architect,Cloud Computing,Python,Java,61,14.1,61,2017
Singapore,Asia-Pacific,NTU,Master,Social Sciences,2017,82.9,87.5,64400,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Public Policy,48,14.1,88,2017
Switzerland,Europe,EPFL,PhD,Engineering,2021,77.3,83.7,136000,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,MATLAB,47,36.9,54,2021
France,Europe,Ecole Polytechnique,Bachelor,Computer Science,2016,83.3,84.4,48900,Technology,Cybersecurity Analyst,Python,SQL,Java,60,13.2,50,2016
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Natural Sciences,2024,89.7,94.6,59700,Research/Academia,Biologist,Statistical Analysis,Laboratory Skills,Experimental Design,71,70.5,100,2024
Sweden,Europe,Karolinska Institute,Master,Data Science & AI,2023,90.1,97.7,87900,Technology/Consulting,Data Analyst,Data Visualization,NLP,Machine Learning,84,70.5,65,2023
Mexico,Latin America,UNAM,Bachelor,Computer Science,2018,91.9,98.0,20300,Technology,AI Researcher,React,DevOps,Java,69,6.2,60,2018
Singapore,Asia-Pacific,NTU,Bachelor,Social Sciences,2024,72.0,77.6,50900,Government/NGO,Economist,Communication,Qualitative Research,Data Analysis,77,88.7,40,2024
UK,Europe,Oxford,PhD,Engineering,2018,77.5,82.8,83400,Manufacturing/Construction,Robotics Engineer,Project Management,MATLAB,Lean Six Sigma,51,13.0,69,2018
Canada,North America,UBC,PhD,Computer Science,2022,88.2,93.2,100900,Technology,AI Researcher,Java,Python,DevOps,84,45.9,46,2022
Japan,Asia-Pacific,Kyoto University,Master,Business & Finance,2017,74.2,75.9,59000,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Market Research,49,7.6,56,2017
Mexico,Latin America,UNAM,PhD,Computer Science,2023,93.1,96.6,36600,Technology,Cybersecurity Analyst,Cybersecurity,SQL,React,86,66.2,72,2023
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2019,95.4,100.0,33400,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Clinical Research,66,11.2,63,2019
South Africa,Middle East & Africa,University of Cape Town,PhD,Data Science & AI,2018,88.6,93.6,48100,Technology/Consulting,Machine Learning Engineer,Data Visualization,NLP,R,82,6.4,69,2018
Netherlands,Europe,University of Amsterdam,Master,Business & Finance,2023,82.3,86.2,76700,Finance/Consulting,Management Consultant,Data Analysis,Excel,Financial Modeling,58,63.2,77,2023
UK,Europe,LSE,Master,Business & Finance,2020,79.1,84.6,72800,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Data Analysis,55,51.3,55,2020
India,Asia-Pacific,IIT Delhi,Bachelor,Computer Science,2020,83.0,87.3,22000,Technology,Data Scientist,SQL,DevOps,Java,63,47.5,81,2020
USA,North America,MIT,PhD,Social Sciences,2015,83.1,86.4,78700,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Public Policy,41,17.7,91,2015
South Korea,Asia-Pacific,KAIST,PhD,Healthcare & Medicine,2017,90.4,98.2,76500,Healthcare,Public Health Specialist,Patient Care,Medical Coding,Diagnostics,47,11.1,90,2017
India,Asia-Pacific,IISc Bangalore,Master,Social Sciences,2025,85.4,91.4,19400,Government/NGO,Sociologist,Data Analysis,Qualitative Research,Public Policy,69,80.1,59,2025
Germany,Europe,Humboldt University,Bachelor,Business & Finance,2021,72.9,78.1,65600,Finance/Consulting,Management Consultant,Financial Modeling,Market Research,Data Analysis,67,59.9,49,2021
Brazil,Latin America,University of São Paulo,Bachelor,Computer Science,2018,98.5,100.0,31800,Technology,AI Researcher,SQL,Cloud Computing,Cybersecurity,65,8.4,69,2018
Brazil,Latin America,University of São Paulo,PhD,Social Sciences,2024,83.1,88.7,35500,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,67,82.7,63,2024
UAE,Middle East & Africa,Khalifa University,PhD,Engineering,2022,80.1,89.0,99500,Manufacturing/Construction,Mechanical Engineer,MATLAB,SolidWorks,Project Management,78,65.6,89,2022
Singapore,Asia-Pacific,NTU,Master,Business & Finance,2021,82.2,84.1,93700,Finance/Consulting,Marketing Manager,Financial Modeling,Data Analysis,Excel,59,46.6,53,2021
Canada,North America,UBC,Master,Social Sciences,2024,83.7,89.4,57400,Government/NGO,Economist,Data Analysis,Qualitative Research,Communication,56,72.5,87,2024
UAE,Middle East & Africa,Khalifa University,PhD,Engineering,2020,83.9,88.5,91000,Manufacturing/Construction,Electrical Engineer,SolidWorks,MATLAB,Lean Six Sigma,65,31.4,71,2020
USA,North America,Harvard,PhD,Engineering,2018,84.2,89.3,106600,Manufacturing/Construction,Civil Engineer,Project Management,AutoCAD,MATLAB,59,21.0,100,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Data Science & AI,2015,79.7,85.8,63800,Technology/Consulting,Data Analyst,R,NLP,Data Visualization,71,15.3,74,2015
Israel,Middle East & Africa,Technion,Bachelor,Computer Science,2019,95.6,100.0,67100,Technology,Data Scientist,Python,Cloud Computing,SQL,64,5.9,68,2019
Canada,North America,McGill University,Bachelor,Data Science & AI,2022,88.9,94.7,75200,Technology/Consulting,Data Analyst,R,Data Visualization,Deep Learning,93,77.2,78,2022
UAE,Middle East & Africa,Khalifa University,Master,Social Sciences,2023,80.5,85.4,58700,Government/NGO,Human Resources Specialist,Communication,Public Policy,Qualitative Research,71,73.9,100,2023
Japan,Asia-Pacific,University of Tokyo,Bachelor,Engineering,2020,81.9,91.6,46800,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,MATLAB,Project Management,54,41.5,55,2020
USA,North America,Stanford,PhD,Business & Finance,2025,79.1,86.2,136400,Finance/Consulting,Marketing Manager,Strategic Planning,Excel,Financial Modeling,71,80.6,82,2025
Mexico,Latin America,UNAM,Master,Data Science & AI,2016,96.0,98.7,28500,Technology/Consulting,AI Consultant,Deep Learning,Machine Learning,NLP,75,13.9,63,2016
USA,North America,MIT,Bachelor,Data Science & AI,2023,89.8,97.2,84300,Technology/Consulting,NLP Specialist,R,Deep Learning,NLP,97,65.7,50,2023
Australia,Asia-Pacific,University of Melbourne,Master,Engineering,2024,78.9,84.8,86700,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,MATLAB,SolidWorks,66,72.5,86,2024
Canada,North America,UBC,PhD,Data Science & AI,2020,95.2,96.7,113400,Technology/Consulting,AI Consultant,Big Data,NLP,Machine Learning,55,25.6,62,2020
USA,North America,Georgia Tech,Master,Data Science & AI,2020,79.5,87.7,106500,Technology/Consulting,NLP Specialist,Big Data,Machine Learning,Data Visualization,81,53.6,56,2020
Australia,Asia-Pacific,University of Melbourne,Bachelor,Healthcare & Medicine,2018,90.4,97.1,70100,Healthcare,Public Health Specialist,Clinical Research,Medical Coding,Diagnostics,53,12.4,86,2018
UAE,Middle East & Africa,Khalifa University,PhD,Computer Science,2018,94.2,95.4,94800,Technology,Cybersecurity Analyst,Cybersecurity,Python,Cloud Computing,83,19.8,51,2018
France,Europe,PSL University,PhD,Healthcare & Medicine,2017,97.4,100.0,87100,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Diagnostics,55,8.0,63,2017
Israel,Middle East & Africa,Technion,Bachelor,Natural Sciences,2024,80.2,82.8,60900,Research/Academia,Biologist,Laboratory Skills,Experimental Design,Scientific Writing,67,90.0,63,2024
Netherlands,Europe,TU Delft,Master,Computer Science,2016,90.5,94.1,61800,Technology,Software Engineer,Cloud Computing,React,DevOps,58,10.7,59,2016
Germany,Europe,TU Munich,Master,Social Sciences,2020,82.0,84.0,54500,Government/NGO,Policy Analyst,Communication,Public Policy,Data Analysis,42,46.7,41,2020
India,Asia-Pacific,IIT Bombay,Bachelor,Computer Science,2019,81.0,85.0,17400,Technology,Cybersecurity Analyst,Cloud Computing,Python,DevOps,82,10.6,100,2019
UAE,Middle East & Africa,Khalifa University,Bachelor,Healthcare & Medicine,2021,85.3,88.0,75200,Healthcare,Public Health Specialist,Medical Coding,Diagnostics,Patient Care,89,60.6,78,2021
South Korea,Asia-Pacific,KAIST,PhD,Natural Sciences,2021,84.4,86.4,65300,Research/Academia,Biologist,Statistical Analysis,Scientific Writing,Experimental Design,63,50.7,56,2021
China,Asia-Pacific,Fudan University,PhD,Engineering,2024,90.6,95.3,60500,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,SolidWorks,88,62.6,62,2024
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Computer Science,2021,84.0,87.3,23800,Technology,Cloud Architect,Cloud Computing,React,Python,85,52.7,59,2021
USA,North America,UC Berkeley,Bachelor,Social Sciences,2021,87.4,91.8,44700,Government/NGO,Policy Analyst,Data Analysis,Communication,Public Policy,50,52.7,73,2021
USA,North America,Stanford,PhD,Data Science & AI,2017,93.7,96.4,119800,Technology/Consulting,Data Analyst,NLP,Machine Learning,Data Visualization,81,5.0,60,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2016,86.0,94.2,15300,Government/NGO,Economist,Data Analysis,Qualitative Research,Communication,62,8.4,46,2016
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2023,96.9,100.0,27900,Technology,Cybersecurity Analyst,Java,React,Cloud Computing,95,66.7,92,2023
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2024,99.0,100.0,76700,Technology/Consulting,NLP Specialist,Deep Learning,NLP,R,100,75.4,76,2024
Germany,Europe,Humboldt University,PhD,Business & Finance,2015,87.2,94.0,81200,Finance/Consulting,Investment Banker,Strategic Planning,Market Research,Financial Modeling,73,12.4,80,2015
Canada,North America,McGill University,PhD,Data Science & AI,2024,95.7,99.9,124500,Technology/Consulting,Data Analyst,Data Visualization,Deep Learning,R,89,81.7,64,2024
Israel,Middle East & Africa,Technion,Bachelor,Healthcare & Medicine,2020,88.1,92.4,72000,Healthcare,Biomedical Researcher,Clinical Research,Patient Care,Medical Coding,70,41.8,75,2020
Canada,North America,UBC,PhD,Natural Sciences,2025,85.1,91.2,88200,Research/Academia,Environmental Scientist,Laboratory Skills,Scientific Writing,Experimental Design,66,90.0,40,2025
Canada,North America,University of Toronto,Master,Healthcare & Medicine,2015,94.8,100.0,77000,Healthcare,Medical Doctor,Patient Care,Clinical Research,Diagnostics,51,12.8,83,2015
Mexico,Latin America,UNAM,Master,Data Science & AI,2022,92.7,97.4,29300,Technology/Consulting,Machine Learning Engineer,Data Visualization,Big Data,R,73,67.2,61,2022
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2023,77.3,80.7,42800,Government/NGO,Sociologist,Communication,Qualitative Research,Data Analysis,76,71.5,90,2023
UK,Europe,Oxford,Master,Data Science & AI,2025,95.6,100.0,92800,Technology/Consulting,Data Analyst,R,Data Visualization,Deep Learning,93,90.0,80,2025
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Business & Finance,2020,85.9,91.5,98500,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Financial Modeling,57,31.2,80,2020
Argentina,Latin America,University of Buenos Aires,Master,Social Sciences,2017,91.9,97.1,10600,Government/NGO,Policy Analyst,Qualitative Research,Communication,Public Policy,41,7.4,65,2017
USA,North America,Georgia Tech,Master,Computer Science,2019,86.8,91.6,104900,Technology,Cybersecurity Analyst,DevOps,Cybersecurity,Cloud Computing,72,12.5,62,2019
USA,North America,Stanford,PhD,Computer Science,2018,92.0,96.4,109700,Technology,Cloud Architect,Cloud Computing,Python,SQL,70,7.3,87,2018
South Africa,Middle East & Africa,University of Cape Town,PhD,Engineering,2024,77.3,81.4,48900,Manufacturing/Construction,Mechanical Engineer,MATLAB,Lean Six Sigma,AutoCAD,68,66.6,94,2024
South Korea,Asia-Pacific,Seoul National University,Master,Engineering,2019,88.4,94.2,59700,Manufacturing/Construction,Civil Engineer,SolidWorks,Project Management,MATLAB,37,17.7,57,2019
South Africa,Middle East & Africa,University of Cape Town,PhD,Business & Finance,2022,83.8,91.5,45900,Finance/Consulting,Management Consultant,Strategic Planning,Financial Modeling,Excel,74,69.1,65,2022
Germany,Europe,Humboldt University,PhD,Business & Finance,2022,84.7,89.5,104200,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Data Analysis,72,68.3,78,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Social Sciences,2025,81.9,86.7,58100,Government/NGO,Sociologist,Qualitative Research,Communication,Public Policy,71,82.5,50,2025
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Engineering,2023,81.2,87.4,94300,Manufacturing/Construction,Civil Engineer,AutoCAD,Lean Six Sigma,MATLAB,59,84.2,85,2023
Germany,Europe,Heidelberg University,Bachelor,Computer Science,2021,88.9,95.6,68500,Technology,Cybersecurity Analyst,Cybersecurity,SQL,Cloud Computing,85,52.4,85,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Business & Finance,2025,75.0,77.9,49600,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Excel,62,75.0,69,2025
Japan,Asia-Pacific,University of Tokyo,Master,Data Science & AI,2019,91.1,95.1,73400,Technology/Consulting,AI Consultant,Big Data,R,Data Visualization,89,10.7,75,2019
UK,Europe,Cambridge,Master,Social Sciences,2018,80.6,89.8,56900,Government/NGO,Sociologist,Public Policy,Qualitative Research,Communication,51,20.0,55,2018
Australia,Asia-Pacific,ANU,Bachelor,Healthcare & Medicine,2024,86.8,94.0,83300,Healthcare,Public Health Specialist,Diagnostics,Patient Care,Medical Coding,63,82.9,60,2024
USA,North America,Harvard,PhD,Business & Finance,2025,79.7,88.1,140700,Finance/Consulting,Management Consultant,Strategic Planning,Data Analysis,Market Research,60,76.5,84,2025
USA,North America,Georgia Tech,PhD,Business & Finance,2021,83.0,87.3,117900,Finance/Consulting,Management Consultant,Excel,Market Research,Financial Modeling,48,49.2,88,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2020,92.4,99.6,91100,Technology,AI Researcher,SQL,React,DevOps,69,36.7,75,2020
Canada,North America,McGill University,PhD,Healthcare & Medicine,2021,91.8,94.4,111000,Healthcare,Medical Doctor,Patient Care,Medical Coding,Clinical Research,41,58.2,73,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Healthcare & Medicine,2017,90.8,94.4,92000,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Patient Care,54,14.3,66,2017
USA,North America,Harvard,PhD,Business & Finance,2025,78.0,82.6,140000,Finance/Consulting,Financial Analyst,Strategic Planning,Market Research,Data Analysis,69,90.0,73,2025
Switzerland,Europe,EPFL,PhD,Natural Sciences,2018,76.3,81.5,118400,Research/Academia,Environmental Scientist,Scientific Writing,Experimental Design,Laboratory Skills,57,13.1,57,2018
Mexico,Latin America,UNAM,PhD,Social Sciences,2023,83.1,85.9,36800,Government/NGO,Policy Analyst,Communication,Qualitative Research,Public Policy,65,66.9,100,2023
UAE,Middle East & Africa,Khalifa University,Bachelor,Natural Sciences,2018,80.2,85.0,53800,Research/Academia,Physicist,Statistical Analysis,Experimental Design,Laboratory Skills,65,15.0,40,2018
India,Asia-Pacific,IIT Delhi,PhD,Engineering,2020,83.1,85.5,36900,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,SolidWorks,Project Management,68,62.5,78,2020
Canada,North America,McGill University,Master,Data Science & AI,2021,99.0,100.0,96200,Technology/Consulting,Data Analyst,Machine Learning,R,Deep Learning,63,56.6,66,2021
Brazil,Latin America,University of São Paulo,Master,Natural Sciences,2019,80.9,87.3,18900,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Laboratory Skills,56,6.1,66,2019
UK,Europe,Imperial College London,PhD,Engineering,2021,73.4,78.1,92400,Manufacturing/Construction,Civil Engineer,MATLAB,AutoCAD,SolidWorks,48,56.6,46,2021
South Africa,Middle East & Africa,University of Cape Town,Master,Social Sciences,2025,79.2,83.1,36500,Government/NGO,Policy Analyst,Qualitative Research,Communication,Data Analysis,72,81.3,74,2025
UK,Europe,Imperial College London,Master,Social Sciences,2025,78.5,84.3,59200,Government/NGO,Policy Analyst,Qualitative Research,Communication,Public Policy,58,77.4,73,2025
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2017,92.1,97.7,27200,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Patient Care,54,13.0,71,2017
Mexico,Latin America,UNAM,PhD,Data Science & AI,2021,84.3,93.1,30900,Technology/Consulting,AI Consultant,Data Visualization,Big Data,R,82,59.5,64,2021
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2015,90.7,100.0,38200,Healthcare,Medical Doctor,Diagnostics,Patient Care,Clinical Research,52,7.3,45,2015
UAE,Middle East & Africa,Khalifa University,Master,Data Science & AI,2020,90.4,96.9,97900,Technology/Consulting,AI Consultant,Machine Learning,Deep Learning,R,88,35.4,80,2020
Canada,North America,UBC,Bachelor,Data Science & AI,2018,85.0,92.4,63400,Technology/Consulting,AI Consultant,NLP,Machine Learning,Data Visualization,74,12.6,76,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Natural Sciences,2025,75.2,79.0,87500,Research/Academia,Biologist,Scientific Writing,Experimental Design,Statistical Analysis,66,81.7,76,2025
Mexico,Latin America,UNAM,Master,Business & Finance,2020,88.0,92.3,33400,Finance/Consulting,Investment Banker,Market Research,Financial Modeling,Strategic Planning,62,44.5,79,2020
Japan,Asia-Pacific,Kyoto University,PhD,Healthcare & Medicine,2019,99.0,100.0,82300,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Diagnostics,67,16.0,78,2019
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2016,82.3,84.0,20900,Finance/Consulting,Financial Analyst,Excel,Data Analysis,Market Research,56,9.2,69,2016
Sweden,Europe,KTH Royal Institute of Technology,PhD,Data Science & AI,2024,90.7,95.2,125400,Technology/Consulting,Data Analyst,Machine Learning,Data Visualization,Big Data,88,61.6,66,2024
China,Asia-Pacific,Peking University,Bachelor,Data Science & AI,2024,87.1,93.8,34200,Technology/Consulting,Machine Learning Engineer,Data Visualization,NLP,Machine Learning,92,74.1,70,2024
USA,North America,MIT,Master,Social Sciences,2019,81.2,92.1,60400,Government/NGO,Sociologist,Data Analysis,Qualitative Research,Public Policy,76,10.3,72,2019
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2025,89.0,94.7,51900,Technology,Cybersecurity Analyst,Cloud Computing,React,Cybersecurity,84,90.0,93,2025
Germany,Europe,Heidelberg University,Master,Business & Finance,2023,81.8,83.4,86800,Finance/Consulting,Investment Banker,Excel,Data Analysis,Strategic Planning,73,58.6,63,2023
France,Europe,Ecole Polytechnique,PhD,Social Sciences,2025,88.1,92.2,80200,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Public Policy,65,83.0,52,2025
South Africa,Middle East & Africa,University of Cape Town,Master,Engineering,2024,73.2,79.6,36300,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,AutoCAD,71,85.6,55,2024
South Africa,Middle East & Africa,University of Cape Town,Master,Healthcare & Medicine,2015,91.5,96.6,28400,Healthcare,Pharmacist,Medical Coding,Patient Care,Diagnostics,48,8.6,95,2015
Australia,Asia-Pacific,University of Melbourne,PhD,Business & Finance,2021,92.9,100.0,110900,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Excel,79,39.3,78,2021
USA,North America,UC Berkeley,Bachelor,Engineering,2018,71.7,79.7,64000,Manufacturing/Construction,Electrical Engineer,MATLAB,SolidWorks,AutoCAD,53,5.0,63,2018
Canada,North America,University of Toronto,Master,Business & Finance,2024,77.8,82.3,83700,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Strategic Planning,85,73.3,94,2024
Israel,Middle East & Africa,Technion,Master,Computer Science,2023,93.2,99.7,98300,Technology,Cloud Architect,Cloud Computing,React,SQL,86,82.9,78,2023
China,Asia-Pacific,Fudan University,PhD,Engineering,2022,84.5,91.0,51200,Manufacturing/Construction,Robotics Engineer,MATLAB,Lean Six Sigma,SolidWorks,61,61.3,60,2022
USA,North America,UC Berkeley,Bachelor,Engineering,2024,72.2,74.2,72100,Manufacturing/Construction,Mechanical Engineer,SolidWorks,AutoCAD,Lean Six Sigma,74,55.1,60,2024
Mexico,Latin America,UNAM,PhD,Natural Sciences,2015,81.6,82.9,21300,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Experimental Design,54,5.0,86,2015
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2022,92.5,97.5,29400,Technology,Data Scientist,Cybersecurity,DevOps,SQL,86,60.4,63,2022
South Africa,Middle East & Africa,University of Cape Town,PhD,Computer Science,2021,95.3,98.8,52200,Technology,AI Researcher,React,Java,Python,86,61.9,80,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Business & Finance,2025,82.1,85.2,84400,Finance/Consulting,Marketing Manager,Strategic Planning,Excel,Financial Modeling,61,90.0,84,2025
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2020,87.9,90.6,47800,Research/Academia,Physicist,Experimental Design,Laboratory Skills,Statistical Analysis,52,62.8,66,2020
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2018,88.2,96.3,42300,Healthcare,Biomedical Researcher,Medical Coding,Clinical Research,Diagnostics,61,6.1,55,2018
China,Asia-Pacific,Tsinghua University,PhD,Computer Science,2016,93.2,99.9,55900,Technology,Cloud Architect,Cloud Computing,Java,Python,77,8.7,61,2016
Mexico,Latin America,UNAM,Master,Social Sciences,2019,78.5,83.2,18900,Government/NGO,Economist,Qualitative Research,Data Analysis,Communication,58,5.5,79,2019
South Korea,Asia-Pacific,KAIST,Master,Natural Sciences,2016,77.0,81.3,41900,Research/Academia,Chemist,Scientific Writing,Experimental Design,Laboratory Skills,54,10.4,76,2016
USA,North America,UC Berkeley,PhD,Social Sciences,2018,89.5,95.1,86200,Government/NGO,Sociologist,Communication,Data Analysis,Qualitative Research,45,8.7,54,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Healthcare & Medicine,2017,99.0,100.0,63200,Healthcare,Biomedical Researcher,Medical Coding,Clinical Research,Patient Care,62,11.3,75,2017
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2016,82.6,85.9,13500,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,54,9.7,99,2016
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2017,81.4,85.9,46700,Government/NGO,Sociologist,Qualitative Research,Public Policy,Communication,70,9.9,74,2017
France,Europe,PSL University,Master,Computer Science,2016,89.2,94.3,63900,Technology,Cloud Architect,Cybersecurity,DevOps,SQL,52,5.0,75,2016
France,Europe,Ecole Polytechnique,Master,Natural Sciences,2020,83.0,86.6,64600,Research/Academia,Environmental Scientist,Experimental Design,Statistical Analysis,Scientific Writing,45,47.8,61,2020
Singapore,Asia-Pacific,NUS,Bachelor,Data Science & AI,2025,91.9,97.9,94500,Technology/Consulting,Machine Learning Engineer,R,NLP,Big Data,90,90.0,68,2025
USA,North America,Georgia Tech,PhD,Natural Sciences,2020,78.2,78.4,93700,Research/Academia,Environmental Scientist,Laboratory Skills,Experimental Design,Statistical Analysis,58,55.2,80,2020
Switzerland,Europe,ETH Zurich,PhD,Data Science & AI,2017,89.3,96.3,146800,Technology/Consulting,Data Analyst,Machine Learning,Deep Learning,NLP,72,17.9,55,2017
Argentina,Latin America,University of Buenos Aires,PhD,Data Science & AI,2016,88.8,90.8,25700,Technology/Consulting,Machine Learning Engineer,Big Data,R,Data Visualization,62,10.5,59,2016
South Korea,Asia-Pacific,Seoul National University,Bachelor,Computer Science,2016,95.4,97.0,24900,Technology,Data Scientist,Cloud Computing,React,Cybersecurity,77,10.2,100,2016
Germany,Europe,Heidelberg University,Master,Computer Science,2016,88.7,92.3,77200,Technology,Data Scientist,Python,Java,DevOps,87,5.0,72,2016
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Engineering,2015,78.3,84.0,44700,Manufacturing/Construction,Electrical Engineer,Lean Six Sigma,SolidWorks,Project Management,51,12.3,72,2015
Mexico,Latin America,UNAM,PhD,Healthcare & Medicine,2015,93.5,97.1,35100,Healthcare,Pharmacist,Diagnostics,Medical Coding,Patient Care,50,6.4,58,2015
USA,North America,UC Berkeley,Master,Engineering,2024,80.7,85.7,97000,Manufacturing/Construction,Robotics Engineer,MATLAB,AutoCAD,Project Management,77,75.0,72,2024
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2017,80.0,85.1,27400,Finance/Consulting,Investment Banker,Financial Modeling,Data Analysis,Market Research,64,10.9,73,2017
Australia,Asia-Pacific,ANU,PhD,Business & Finance,2023,92.8,96.5,111900,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Market Research,49,78.6,68,2023
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Natural Sciences,2025,77.3,86.0,51100,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Scientific Writing,73,90.0,72,2025
Mexico,Latin America,UNAM,Master,Data Science & AI,2016,98.2,100.0,29000,Technology/Consulting,NLP Specialist,Big Data,NLP,Machine Learning,57,14.3,77,2016
Canada,North America,UBC,PhD,Natural Sciences,2018,85.4,89.6,78200,Research/Academia,Physicist,Laboratory Skills,Statistical Analysis,Scientific Writing,56,9.3,61,2018
Israel,Middle East & Africa,Technion,Bachelor,Data Science & AI,2017,82.9,92.7,74200,Technology/Consulting,Machine Learning Engineer,R,Machine Learning,Data Visualization,82,5.0,66,2017
USA,North America,Harvard,PhD,Healthcare & Medicine,2016,95.0,98.0,112500,Healthcare,Pharmacist,Patient Care,Diagnostics,Clinical Research,52,9.4,58,2016
Brazil,Latin America,University of São Paulo,Master,Engineering,2016,85.8,87.5,22900,Manufacturing/Construction,Civil Engineer,MATLAB,Project Management,AutoCAD,56,14.0,66,2016
Argentina,Latin America,University of Buenos Aires,Master,Engineering,2021,87.1,90.7,22800,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Project Management,Lean Six Sigma,55,45.0,87,2021
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2023,76.0,83.0,30200,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Communication,74,85.5,75,2023
Switzerland,Europe,ETH Zurich,Bachelor,Natural Sciences,2020,85.7,92.1,72500,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Experimental Design,82,49.6,72,2020
UAE,Middle East & Africa,Khalifa University,Master,Data Science & AI,2022,88.3,90.5,87600,Technology/Consulting,NLP Specialist,Deep Learning,R,Machine Learning,81,69.3,69,2022
Japan,Asia-Pacific,Kyoto University,Master,Healthcare & Medicine,2018,92.9,97.1,70800,Healthcare,Biomedical Researcher,Medical Coding,Clinical Research,Diagnostics,56,12.4,72,2018
Canada,North America,University of Toronto,Bachelor,Engineering,2023,76.2,80.3,65900,Manufacturing/Construction,Electrical Engineer,Project Management,Lean Six Sigma,AutoCAD,88,82.3,47,2023
Australia,Asia-Pacific,ANU,PhD,Social Sciences,2022,83.4,90.2,71000,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Qualitative Research,58,70.2,70,2022
Canada,North America,McGill University,Bachelor,Natural Sciences,2022,83.8,87.7,53800,Research/Academia,Biologist,Laboratory Skills,Experimental Design,Scientific Writing,61,66.7,69,2022
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2019,93.5,99.7,28900,Healthcare,Pharmacist,Clinical Research,Diagnostics,Patient Care,57,14.4,65,2019
Canada,North America,University of Toronto,Master,Data Science & AI,2023,86.7,93.7,97600,Technology/Consulting,Data Analyst,Deep Learning,Big Data,R,88,89.8,100,2023
Netherlands,Europe,University of Amsterdam,PhD,Data Science & AI,2016,93.3,96.4,98100,Technology/Consulting,NLP Specialist,Big Data,Data Visualization,NLP,81,11.1,78,2016
Argentina,Latin America,University of Buenos Aires,Bachelor,Computer Science,2021,85.9,89.0,28400,Technology,AI Researcher,Cloud Computing,Java,SQL,79,58.2,78,2021
Israel,Middle East & Africa,Technion,Bachelor,Social Sciences,2022,83.8,86.4,47300,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,55,58.8,61,2022
France,Europe,Ecole Polytechnique,PhD,Natural Sciences,2022,84.4,93.0,81600,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Experimental Design,61,58.8,88,2022
USA,North America,Harvard,PhD,Data Science & AI,2023,99.0,100.0,144500,Technology/Consulting,NLP Specialist,Machine Learning,Big Data,R,62,81.8,83,2023
UK,Europe,Oxford,Master,Business & Finance,2015,71.7,75.4,68000,Finance/Consulting,Marketing Manager,Excel,Market Research,Financial Modeling,44,5.8,96,2015
Canada,North America,UBC,PhD,Data Science & AI,2024,92.8,98.9,126800,Technology/Consulting,NLP Specialist,NLP,R,Data Visualization,93,46.7,60,2024
USA,North America,MIT,Bachelor,Business & Finance,2024,82.0,86.4,75500,Finance/Consulting,Marketing Manager,Data Analysis,Market Research,Strategic Planning,68,59.2,65,2024
Japan,Asia-Pacific,Kyoto University,Master,Data Science & AI,2022,98.3,100.0,82500,Technology/Consulting,Data Analyst,Deep Learning,Big Data,Data Visualization,70,72.6,80,2022
Netherlands,Europe,TU Delft,Master,Healthcare & Medicine,2020,81.1,88.0,79100,Healthcare,Biomedical Researcher,Medical Coding,Diagnostics,Clinical Research,54,43.5,71,2020
UAE,Middle East & Africa,Khalifa University,PhD,Business & Finance,2023,82.4,87.3,116700,Finance/Consulting,Marketing Manager,Excel,Data Analysis,Financial Modeling,81,63.4,82,2023
Argentina,Latin America,University of Buenos Aires,PhD,Social Sciences,2021,78.0,83.0,21300,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Communication,68,63.5,92,2021
Israel,Middle East & Africa,Technion,PhD,Natural Sciences,2022,78.1,82.4,91100,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Scientific Writing,52,57.8,64,2022
Brazil,Latin America,University of São Paulo,PhD,Healthcare & Medicine,2021,82.0,85.5,49600,Healthcare,Pharmacist,Patient Care,Diagnostics,Clinical Research,54,61.9,53,2021
Argentina,Latin America,University of Buenos Aires,PhD,Natural Sciences,2022,82.4,89.4,26800,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Experimental Design,69,61.2,61,2022
Brazil,Latin America,University of São Paulo,Bachelor,Engineering,2023,81.2,87.3,17600,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,SolidWorks,AutoCAD,50,57.7,73,2023
Canada,North America,UBC,PhD,Engineering,2019,78.0,81.9,94300,Manufacturing/Construction,Civil Engineer,Project Management,Lean Six Sigma,AutoCAD,39,16.9,50,2019
UK,Europe,Cambridge,Bachelor,Healthcare & Medicine,2024,89.8,97.4,74500,Healthcare,Pharmacist,Patient Care,Diagnostics,Medical Coding,60,80.6,44,2024
Canada,North America,UBC,Bachelor,Natural Sciences,2021,83.0,84.4,43300,Research/Academia,Physicist,Scientific Writing,Experimental Design,Laboratory Skills,59,60.1,81,2021
Argentina,Latin America,University of Buenos Aires,PhD,Engineering,2018,75.1,81.1,23100,Manufacturing/Construction,Robotics Engineer,MATLAB,SolidWorks,Lean Six Sigma,69,6.7,57,2018
India,Asia-Pacific,IISc Bangalore,Master,Computer Science,2017,94.1,100.0,23600,Technology,Cybersecurity Analyst,Cybersecurity,Cloud Computing,Java,61,5.0,100,2017
USA,North America,UC Berkeley,Master,Data Science & AI,2023,92.5,96.1,112300,Technology/Consulting,NLP Specialist,Big Data,R,NLP,90,79.6,74,2023
India,Asia-Pacific,IIT Bombay,Bachelor,Healthcare & Medicine,2025,88.4,92.8,36400,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Diagnostics,72,90.0,73,2025
Japan,Asia-Pacific,University of Tokyo,PhD,Natural Sciences,2015,84.6,88.8,52100,Research/Academia,Environmental Scientist,Scientific Writing,Laboratory Skills,Statistical Analysis,44,10.2,55,2015
India,Asia-Pacific,IIT Delhi,Master,Natural Sciences,2015,68.2,76.7,13900,Research/Academia,Environmental Scientist,Experimental Design,Scientific Writing,Statistical Analysis,55,9.4,59,2015
Israel,Middle East & Africa,Technion,PhD,Engineering,2015,79.4,85.8,72700,Manufacturing/Construction,Mechanical Engineer,Project Management,Lean Six Sigma,AutoCAD,59,13.2,72,2015
UK,Europe,LSE,Bachelor,Computer Science,2024,88.4,95.5,75400,Technology,Cybersecurity Analyst,React,Cloud Computing,Cybersecurity,84,71.2,54,2024
Brazil,Latin America,University of São Paulo,PhD,Natural Sciences,2022,86.3,89.8,30700,Research/Academia,Chemist,Experimental Design,Laboratory Skills,Statistical Analysis,53,67.1,74,2022
Canada,North America,University of Toronto,Master,Healthcare & Medicine,2020,93.8,97.3,89500,Healthcare,Pharmacist,Diagnostics,Clinical Research,Medical Coding,60,41.3,56,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2021,87.8,96.9,83100,Technology,Data Scientist,Python,Java,React,77,62.3,62,2021
UAE,Middle East & Africa,Khalifa University,Bachelor,Computer Science,2020,94.5,100.0,69500,Technology,Data Scientist,Python,React,SQL,83,53.8,75,2020
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Social Sciences,2016,73.2,78.8,62700,Government/NGO,Economist,Qualitative Research,Public Policy,Communication,54,5.3,78,2016
USA,North America,UC Berkeley,Master,Data Science & AI,2020,88.0,89.0,96200,Technology/Consulting,AI Consultant,R,Machine Learning,Data Visualization,95,37.7,100,2020
Israel,Middle East & Africa,Technion,PhD,Natural Sciences,2016,85.2,89.1,81500,Research/Academia,Environmental Scientist,Laboratory Skills,Statistical Analysis,Scientific Writing,41,12.6,68,2016
Netherlands,Europe,University of Amsterdam,PhD,Social Sciences,2015,75.4,78.5,53100,Government/NGO,Human Resources Specialist,Public Policy,Qualitative Research,Data Analysis,68,21.1,73,2015
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Engineering,2015,79.6,82.7,68800,Manufacturing/Construction,Robotics Engineer,Project Management,SolidWorks,AutoCAD,63,19.4,56,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Healthcare & Medicine,2018,90.8,94.9,47700,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,67,5.0,76,2018
Germany,Europe,Humboldt University,PhD,Engineering,2021,82.3,89.1,101900,Manufacturing/Construction,Mechanical Engineer,Lean Six Sigma,AutoCAD,Project Management,63,62.2,47,2021
Canada,North America,McGill University,Master,Healthcare & Medicine,2017,90.9,90.9,75800,Healthcare,Pharmacist,Patient Care,Clinical Research,Diagnostics,43,5.9,84,2017
Canada,North America,UBC,PhD,Healthcare & Medicine,2020,88.9,95.5,104900,Healthcare,Medical Doctor,Clinical Research,Medical Coding,Patient Care,43,19.3,64,2020
Canada,North America,University of Toronto,PhD,Computer Science,2024,86.0,92.1,109900,Technology,Cybersecurity Analyst,DevOps,SQL,Cybersecurity,96,87.9,86,2024
UK,Europe,Cambridge,Master,Computer Science,2024,80.6,86.5,92300,Technology,Cloud Architect,Java,Python,React,82,72.5,78,2024
Switzerland,Europe,EPFL,Bachelor,Engineering,2018,71.2,77.5,70700,Manufacturing/Construction,Electrical Engineer,Project Management,SolidWorks,AutoCAD,60,10.7,56,2018
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Data Science & AI,2023,96.4,100.0,112400,Technology/Consulting,AI Consultant,Deep Learning,Big Data,Machine Learning,74,65.7,82,2023
South Africa,Middle East & Africa,University of Cape Town,Bachelor,Computer Science,2021,88.4,92.9,38200,Technology,Cybersecurity Analyst,SQL,Java,Cybersecurity,80,52.7,61,2021
Canada,North America,UBC,Bachelor,Computer Science,2022,96.0,100.0,54500,Technology,Software Engineer,Cloud Computing,DevOps,SQL,77,49.3,67,2022
India,Asia-Pacific,IIT Delhi,PhD,Natural Sciences,2022,88.0,93.1,29900,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Experimental Design,56,46.8,82,2022
Brazil,Latin America,University of São Paulo,PhD,Computer Science,2023,98.3,100.0,49800,Technology,Data Scientist,Cybersecurity,Java,Python,100,52.6,80,2023
Singapore,Asia-Pacific,NTU,PhD,Business & Finance,2018,79.0,87.2,95500,Finance/Consulting,Financial Analyst,Data Analysis,Market Research,Strategic Planning,64,7.3,62,2018
Japan,Asia-Pacific,University of Tokyo,PhD,Data Science & AI,2018,95.6,100.0,88000,Technology/Consulting,NLP Specialist,NLP,R,Big Data,71,5.0,72,2018
Israel,Middle East & Africa,Technion,PhD,Natural Sciences,2021,76.5,82.1,87600,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Laboratory Skills,59,53.1,56,2021
Argentina,Latin America,University of Buenos Aires,Bachelor,Healthcare & Medicine,2025,83.4,86.8,25500,Healthcare,Biomedical Researcher,Clinical Research,Diagnostics,Medical Coding,67,90.0,81,2025
Australia,Asia-Pacific,ANU,Bachelor,Social Sciences,2019,87.1,99.3,52700,Government/NGO,Human Resources Specialist,Qualitative Research,Data Analysis,Communication,58,17.1,85,2019
USA,North America,MIT,PhD,Data Science & AI,2015,99.0,100.0,119400,Technology/Consulting,AI Consultant,Big Data,Machine Learning,Data Visualization,65,11.6,67,2015
Brazil,Latin America,University of São Paulo,Master,Engineering,2019,89.1,93.1,31400,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,Lean Six Sigma,54,10.9,66,2019
France,Europe,Ecole Polytechnique,PhD,Engineering,2015,80.1,86.5,63000,Manufacturing/Construction,Civil Engineer,Project Management,SolidWorks,MATLAB,64,5.0,52,2015
USA,North America,Harvard,PhD,Computer Science,2016,82.6,86.7,108900,Technology,Cybersecurity Analyst,React,Cloud Computing,Java,54,16.8,58,2016
UK,Europe,Oxford,Master,Engineering,2017,86.8,90.5,72400,Manufacturing/Construction,Electrical Engineer,SolidWorks,MATLAB,AutoCAD,43,9.0,68,2017
Mexico,Latin America,UNAM,PhD,Natural Sciences,2015,79.1,85.6,26800,Research/Academia,Biologist,Laboratory Skills,Scientific Writing,Experimental Design,52,8.3,59,2015
Switzerland,Europe,ETH Zurich,Bachelor,Data Science & AI,2024,85.9,91.0,111000,Technology/Consulting,AI Consultant,Big Data,R,Data Visualization,88,82.6,96,2024
Germany,Europe,Humboldt University,PhD,Social Sciences,2018,88.0,93.5,68800,Government/NGO,Human Resources Specialist,Communication,Data Analysis,Qualitative Research,53,9.4,69,2018
Mexico,Latin America,UNAM,Master,Engineering,2024,76.5,78.5,31000,Manufacturing/Construction,Robotics Engineer,AutoCAD,Project Management,Lean Six Sigma,74,89.0,81,2024
Sweden,Europe,Karolinska Institute,Master,Social Sciences,2018,85.1,91.5,51900,Government/NGO,Policy Analyst,Data Analysis,Qualitative Research,Public Policy,63,5.7,53,2018
Germany,Europe,Humboldt University,PhD,Computer Science,2024,92.9,97.4,115200,Technology,Cybersecurity Analyst,Python,React,SQL,69,90.0,65,2024
South Korea,Asia-Pacific,KAIST,Bachelor,Natural Sciences,2025,86.2,86.5,46500,Research/Academia,Environmental Scientist,Scientific Writing,Statistical Analysis,Laboratory Skills,64,86.1,64,2025
Israel,Middle East & Africa,Technion,PhD,Social Sciences,2020,90.2,96.6,77200,Government/NGO,Sociologist,Communication,Qualitative Research,Public Policy,69,40.5,49,2020
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Business & Finance,2024,72.4,78.1,55600,Finance/Consulting,Investment Banker,Data Analysis,Strategic Planning,Excel,68,77.9,64,2024
Mexico,Latin America,UNAM,Master,Healthcare & Medicine,2018,87.1,94.0,38200,Healthcare,Pharmacist,Patient Care,Diagnostics,Clinical Research,56,9.7,87,2018
UAE,Middle East & Africa,Khalifa University,Master,Natural Sciences,2018,80.1,86.7,68000,Research/Academia,Chemist,Statistical Analysis,Scientific Writing,Experimental Design,59,10.0,73,2018
Israel,Middle East & Africa,Technion,Master,Business & Finance,2018,79.7,83.6,74300,Finance/Consulting,Financial Analyst,Strategic Planning,Financial Modeling,Data Analysis,65,9.5,50,2018
Canada,North America,University of Toronto,Master,Data Science & AI,2018,75.3,79.3,79400,Technology/Consulting,Data Analyst,NLP,Deep Learning,Machine Learning,76,9.3,99,2018
Netherlands,Europe,University of Amsterdam,Bachelor,Natural Sciences,2017,82.7,84.4,47200,Research/Academia,Biologist,Statistical Analysis,Experimental Design,Scientific Writing,50,7.6,58,2017
Canada,North America,University of Toronto,PhD,Natural Sciences,2022,74.0,76.4,83400,Research/Academia,Chemist,Statistical Analysis,Laboratory Skills,Scientific Writing,72,58.6,62,2022
China,Asia-Pacific,Peking University,Bachelor,Business & Finance,2015,85.8,90.8,31600,Finance/Consulting,Management Consultant,Strategic Planning,Market Research,Financial Modeling,55,5.8,60,2015
USA,North America,UC Berkeley,PhD,Computer Science,2020,99.0,100.0,124200,Technology,Cybersecurity Analyst,Cloud Computing,SQL,Cybersecurity,85,41.5,91,2020
Canada,North America,UBC,PhD,Computer Science,2019,81.5,84.4,105000,Technology,AI Researcher,Java,SQL,Cloud Computing,81,5.0,56,2019
Mexico,Latin America,UNAM,Bachelor,Healthcare & Medicine,2024,88.7,93.1,23400,Healthcare,Medical Doctor,Patient Care,Diagnostics,Medical Coding,65,88.3,66,2024
France,Europe,PSL University,PhD,Natural Sciences,2015,76.3,83.3,60800,Research/Academia,Physicist,Experimental Design,Scientific Writing,Laboratory Skills,43,5.0,73,2015
Sweden,Europe,Karolinska Institute,Bachelor,Data Science & AI,2018,87.4,92.9,58700,Technology/Consulting,Machine Learning Engineer,NLP,R,Big Data,72,21.6,68,2018
Israel,Middle East & Africa,Technion,Master,Social Sciences,2022,71.5,74.8,67800,Government/NGO,Policy Analyst,Communication,Qualitative Research,Data Analysis,53,50.5,76,2022
Mexico,Latin America,UNAM,Bachelor,Healthcare & Medicine,2025,91.7,96.3,32900,Healthcare,Biomedical Researcher,Patient Care,Diagnostics,Medical Coding,63,90.0,100,2025
Canada,North America,University of Toronto,PhD,Business & Finance,2017,87.7,93.4,91900,Finance/Consulting,Marketing Manager,Financial Modeling,Excel,Data Analysis,61,5.0,62,2017
France,Europe,PSL University,Bachelor,Natural Sciences,2015,86.1,89.4,41200,Research/Academia,Biologist,Experimental Design,Statistical Analysis,Laboratory Skills,30,7.5,85,2015
Canada,North America,University of Toronto,Bachelor,Data Science & AI,2024,84.1,89.4,71400,Technology/Consulting,NLP Specialist,Big Data,Data Visualization,R,86,85.9,51,2024
Israel,Middle East & Africa,Hebrew University of Jerusalem,Bachelor,Data Science & AI,2018,96.0,98.6,68700,Technology/Consulting,Machine Learning Engineer,NLP,Deep Learning,Data Visualization,90,5.0,82,2018
UAE,Middle East & Africa,Khalifa University,Bachelor,Computer Science,2016,84.3,88.3,55900,Technology,Software Engineer,Cloud Computing,DevOps,Python,77,10.0,86,2016
Switzerland,Europe,ETH Zurich,Master,Natural Sciences,2023,75.3,77.8,106500,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Experimental Design,52,61.0,86,2023
South Korea,Asia-Pacific,Seoul National University,Master,Engineering,2023,78.5,83.5,65100,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,Project Management,80,89.1,73,2023
South Africa,Middle East & Africa,University of Cape Town,PhD,Natural Sciences,2025,84.5,91.4,31600,Research/Academia,Biologist,Scientific Writing,Statistical Analysis,Laboratory Skills,72,90.0,75,2025
Canada,North America,McGill University,Master,Natural Sciences,2023,76.8,81.2,64200,Research/Academia,Chemist,Statistical Analysis,Experimental Design,Scientific Writing,76,62.3,76,2023
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2022,89.2,94.1,80600,Manufacturing/Construction,Mechanical Engineer,Project Management,AutoCAD,MATLAB,46,66.5,100,2022
South Korea,Asia-Pacific,Seoul National University,PhD,Engineering,2022,79.1,81.9,80900,Manufacturing/Construction,Electrical Engineer,Project Management,MATLAB,Lean Six Sigma,54,80.0,65,2022
Canada,North America,UBC,Bachelor,Social Sciences,2015,79.2,83.6,36400,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Data Analysis,65,5.0,87,2015
South Africa,Middle East & Africa,University of Cape Town,PhD,Data Science & AI,2020,99.0,100.0,53700,Technology/Consulting,NLP Specialist,R,Big Data,Deep Learning,80,36.8,70,2020
Brazil,Latin America,University of São Paulo,Master,Business & Finance,2019,73.0,81.1,30700,Finance/Consulting,Marketing Manager,Market Research,Financial Modeling,Strategic Planning,60,5.0,40,2019
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Computer Science,2023,95.1,98.9,82400,Technology,Software Engineer,Cloud Computing,DevOps,Python,81,74.9,62,2023
Mexico,Latin America,UNAM,Master,Computer Science,2020,91.7,96.6,31400,Technology,Cybersecurity Analyst,React,Cybersecurity,Cloud Computing,64,31.8,79,2020
France,Europe,PSL University,Bachelor,Healthcare & Medicine,2015,96.0,100.0,48200,Healthcare,Medical Doctor,Diagnostics,Clinical Research,Medical Coding,56,17.5,80,2015
USA,North America,Harvard,PhD,Natural Sciences,2020,84.0,93.0,94200,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Laboratory Skills,54,29.6,52,2020
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2018,76.2,84.6,16800,Research/Academia,Physicist,Laboratory Skills,Scientific Writing,Experimental Design,58,14.9,65,2018
Mexico,Latin America,UNAM,Bachelor,Healthcare & Medicine,2017,83.5,86.6,16200,Healthcare,Public Health Specialist,Diagnostics,Clinical Research,Patient Care,57,12.6,79,2017
Israel,Middle East & Africa,Technion,Bachelor,Natural Sciences,2016,80.0,82.9,41000,Research/Academia,Chemist,Statistical Analysis,Experimental Design,Laboratory Skills,56,12.4,52,2016
Japan,Asia-Pacific,Kyoto University,Master,Computer Science,2025,99.0,100.0,82500,Technology,Cloud Architect,Python,Cloud Computing,React,88,86.8,66,2025
USA,North America,Georgia Tech,PhD,Healthcare & Medicine,2018,94.3,97.0,116400,Healthcare,Biomedical Researcher,Diagnostics,Patient Care,Medical Coding,37,11.1,70,2018
Israel,Middle East & Africa,Technion,Master,Business & Finance,2016,74.8,80.4,70400,Finance/Consulting,Financial Analyst,Data Analysis,Strategic Planning,Financial Modeling,42,9.3,96,2016
India,Asia-Pacific,IISc Bangalore,Bachelor,Natural Sciences,2025,73.2,75.6,24300,Research/Academia,Physicist,Laboratory Skills,Experimental Design,Scientific Writing,71,76.2,40,2025
India,Asia-Pacific,IIT Delhi,Bachelor,Healthcare & Medicine,2019,91.6,97.5,25900,Healthcare,Public Health Specialist,Patient Care,Clinical Research,Diagnostics,60,9.7,60,2019
Canada,North America,UBC,PhD,Social Sciences,2021,90.6,94.6,78500,Government/NGO,Human Resources Specialist,Communication,Qualitative Research,Data Analysis,51,38.6,56,2021
Switzerland,Europe,EPFL,PhD,Engineering,2020,72.3,78.2,135700,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,Lean Six Sigma,66,22.0,55,2020
India,Asia-Pacific,IIT Delhi,Master,Social Sciences,2021,80.5,86.6,21300,Government/NGO,Economist,Public Policy,Data Analysis,Communication,60,62.6,65,2021
UK,Europe,Cambridge,Bachelor,Data Science & AI,2015,84.7,91.2,52300,Technology/Consulting,NLP Specialist,R,Data Visualization,Big Data,70,13.2,79,2015
USA,North America,Harvard,Bachelor,Social Sciences,2020,74.3,77.3,44100,Government/NGO,Economist,Public Policy,Qualitative Research,Data Analysis,51,35.8,84,2020
UAE,Middle East & Africa,Khalifa University,Bachelor,Business & Finance,2021,78.5,83.0,70200,Finance/Consulting,Investment Banker,Data Analysis,Financial Modeling,Excel,54,50.9,73,2021
Germany,Europe,Humboldt University,Bachelor,Business & Finance,2023,84.0,84.4,72100,Finance/Consulting,Marketing Manager,Market Research,Excel,Strategic Planning,64,83.8,63,2023
UAE,Middle East & Africa,Khalifa University,Bachelor,Business & Finance,2016,78.5,83.8,61100,Finance/Consulting,Marketing Manager,Excel,Strategic Planning,Data Analysis,40,5.0,80,2016
South Africa,Middle East & Africa,University of Cape Town,Master,Data Science & AI,2017,91.4,93.9,42300,Technology/Consulting,AI Consultant,Machine Learning,Deep Learning,Big Data,74,16.3,96,2017
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Healthcare & Medicine,2021,84.7,91.4,96900,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Clinical Research,59,59.4,74,2021
Brazil,Latin America,University of São Paulo,Bachelor,Data Science & AI,2020,90.3,97.9,24600,Technology/Consulting,Machine Learning Engineer,Machine Learning,Deep Learning,NLP,78,29.7,46,2020
UAE,Middle East & Africa,Khalifa University,Master,Social Sciences,2021,79.2,85.8,55400,Government/NGO,Economist,Public Policy,Qualitative Research,Data Analysis,50,65.5,49,2021
Israel,Middle East & Africa,Technion,Master,Computer Science,2015,99.0,100.0,85900,Technology,Cloud Architect,Cloud Computing,DevOps,Python,53,9.7,64,2015
UAE,Middle East & Africa,Khalifa University,PhD,Natural Sciences,2024,84.5,87.8,86300,Research/Academia,Environmental Scientist,Statistical Analysis,Scientific Writing,Experimental Design,60,78.0,61,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Business & Finance,2021,80.3,86.2,101000,Finance/Consulting,Investment Banker,Market Research,Strategic Planning,Data Analysis,63,53.5,76,2021
USA,North America,Harvard,Bachelor,Data Science & AI,2016,91.3,96.8,78100,Technology/Consulting,Machine Learning Engineer,Deep Learning,Machine Learning,Big Data,72,9.3,56,2016
UAE,Middle East & Africa,Khalifa University,Bachelor,Data Science & AI,2016,91.2,97.0,62300,Technology/Consulting,AI Consultant,NLP,Deep Learning,Big Data,73,8.8,69,2016
Canada,North America,UBC,PhD,Computer Science,2019,94.6,99.1,98300,Technology,Cloud Architect,Cloud Computing,DevOps,Python,79,15.0,59,2019
South Korea,Asia-Pacific,Seoul National University,PhD,Social Sciences,2019,83.2,92.2,57700,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Communication,55,13.5,70,2019
Singapore,Asia-Pacific,NTU,PhD,Engineering,2016,80.4,87.2,87800,Manufacturing/Construction,Electrical Engineer,AutoCAD,Project Management,Lean Six Sigma,47,5.0,69,2016
South Korea,Asia-Pacific,KAIST,Master,Business & Finance,2017,81.9,90.0,49100,Finance/Consulting,Marketing Manager,Strategic Planning,Data Analysis,Market Research,61,17.7,61,2017
South Africa,Middle East & Africa,University of Cape Town,Master,Social Sciences,2019,76.0,79.7,25600,Government/NGO,Human Resources Specialist,Public Policy,Data Analysis,Communication,48,5.0,90,2019
Japan,Asia-Pacific,Kyoto University,Bachelor,Healthcare & Medicine,2018,96.9,100.0,42100,Healthcare,Biomedical Researcher,Patient Care,Medical Coding,Clinical Research,60,5.0,46,2018
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2025,83.1,88.1,17600,Manufacturing/Construction,Mechanical Engineer,SolidWorks,MATLAB,AutoCAD,59,90.0,95,2025
Brazil,Latin America,University of São Paulo,Bachelor,Business & Finance,2022,80.5,82.5,26100,Finance/Consulting,Investment Banker,Excel,Strategic Planning,Financial Modeling,59,65.1,75,2022
South Korea,Asia-Pacific,KAIST,Bachelor,Computer Science,2025,88.6,92.7,55100,Technology,Software Engineer,SQL,Python,React,87,90.0,40,2025
Israel,Middle East & Africa,Hebrew University of Jerusalem,Master,Business & Finance,2016,83.0,86.9,72900,Finance/Consulting,Marketing Manager,Strategic Planning,Excel,Financial Modeling,47,7.7,62,2016
Canada,North America,McGill University,Bachelor,Computer Science,2019,90.6,91.4,63200,Technology,Cybersecurity Analyst,DevOps,Cloud Computing,Cybersecurity,84,8.6,98,2019
Argentina,Latin America,University of Buenos Aires,PhD,Business & Finance,2025,78.7,83.3,28000,Finance/Consulting,Management Consultant,Market Research,Excel,Data Analysis,74,70.5,57,2025
UAE,Middle East & Africa,Khalifa University,Bachelor,Social Sciences,2018,75.3,83.0,46400,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Communication,51,5.5,79,2018
Mexico,Latin America,UNAM,Bachelor,Business & Finance,2022,82.1,89.6,31400,Finance/Consulting,Management Consultant,Strategic Planning,Data Analysis,Market Research,80,50.8,84,2022
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Bachelor,Business & Finance,2023,82.1,87.0,52500,Finance/Consulting,Marketing Manager,Financial Modeling,Market Research,Data Analysis,78,81.7,78,2023
Canada,North America,University of Toronto,Bachelor,Data Science & AI,2024,92.5,97.7,80800,Technology/Consulting,AI Consultant,Machine Learning,Deep Learning,NLP,87,90.0,93,2024
Japan,Asia-Pacific,University of Tokyo,Master,Data Science & AI,2024,92.4,97.6,80900,Technology/Consulting,Data Analyst,Data Visualization,NLP,R,71,76.6,93,2024
Germany,Europe,Humboldt University,PhD,Healthcare & Medicine,2019,99.0,100.0,101500,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Patient Care,62,12.8,56,2019
Germany,Europe,Humboldt University,Bachelor,Business & Finance,2025,87.2,91.0,70900,Finance/Consulting,Financial Analyst,Financial Modeling,Strategic Planning,Excel,80,76.2,52,2025
India,Asia-Pacific,IIT Bombay,Bachelor,Data Science & AI,2024,89.9,93.9,37500,Technology/Consulting,NLP Specialist,NLP,Big Data,Deep Learning,100,90.0,83,2024
Mexico,Latin America,UNAM,PhD,Business & Finance,2016,81.6,87.2,28400,Finance/Consulting,Marketing Manager,Market Research,Data Analysis,Excel,58,7.5,72,2016
UK,Europe,LSE,Bachelor,Healthcare & Medicine,2019,96.4,100.0,63200,Healthcare,Public Health Specialist,Diagnostics,Medical Coding,Clinical Research,42,8.9,56,2019
Israel,Middle East & Africa,Technion,Bachelor,Natural Sciences,2023,84.6,89.8,62400,Research/Academia,Biologist,Scientific Writing,Experimental Design,Statistical Analysis,63,70.7,73,2023
Switzerland,Europe,ETH Zurich,Master,Social Sciences,2021,75.2,76.1,80500,Government/NGO,Sociologist,Data Analysis,Communication,Public Policy,74,55.0,75,2021
USA,North America,Harvard,PhD,Engineering,2016,76.7,78.3,106000,Manufacturing/Construction,Mechanical Engineer,SolidWorks,Lean Six Sigma,Project Management,55,11.5,44,2016
Brazil,Latin America,University of São Paulo,Master,Healthcare & Medicine,2025,89.2,92.6,42200,Healthcare,Public Health Specialist,Clinical Research,Patient Care,Diagnostics,66,65.6,61,2025
Argentina,Latin America,University of Buenos Aires,Bachelor,Social Sciences,2016,82.8,87.5,8500,Government/NGO,Policy Analyst,Data Analysis,Public Policy,Qualitative Research,58,5.0,57,2016
Argentina,Latin America,University of Buenos Aires,Master,Natural Sciences,2019,79.7,86.4,21200,Research/Academia,Chemist,Experimental Design,Statistical Analysis,Scientific Writing,39,13.7,60,2019
Israel,Middle East & Africa,Technion,Bachelor,Data Science & AI,2025,95.0,100.0,82800,Technology/Consulting,NLP Specialist,NLP,R,Big Data,100,90.0,89,2025
USA,North America,Georgia Tech,PhD,Engineering,2019,83.7,88.0,105000,Manufacturing/Construction,Mechanical Engineer,Project Management,SolidWorks,MATLAB,78,15.5,67,2019
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Healthcare & Medicine,2017,86.8,92.3,109400,Healthcare,Medical Doctor,Medical Coding,Patient Care,Clinical Research,44,5.0,81,2017
China,Asia-Pacific,Fudan University,Bachelor,Business & Finance,2015,82.3,86.9,36200,Finance/Consulting,Investment Banker,Financial Modeling,Market Research,Excel,37,5.0,55,2015
USA,North America,MIT,Master,Business & Finance,2016,86.6,93.8,80300,Finance/Consulting,Marketing Manager,Data Analysis,Financial Modeling,Excel,35,6.5,59,2016
Switzerland,Europe,EPFL,Master,Natural Sciences,2024,84.1,88.6,89600,Research/Academia,Chemist,Laboratory Skills,Experimental Design,Scientific Writing,66,90.0,71,2024
USA,North America,Georgia Tech,PhD,Engineering,2025,85.9,93.0,127900,Manufacturing/Construction,Robotics Engineer,Project Management,MATLAB,SolidWorks,72,90.0,67,2025
UAE,Middle East & Africa,Khalifa University,Master,Engineering,2018,81.8,85.3,69800,Manufacturing/Construction,Electrical Engineer,Project Management,AutoCAD,SolidWorks,50,16.9,100,2018
Australia,Asia-Pacific,University of Melbourne,Master,Social Sciences,2022,74.6,76.8,72600,Government/NGO,Sociologist,Qualitative Research,Communication,Data Analysis,52,61.3,40,2022
Singapore,Asia-Pacific,NTU,Bachelor,Healthcare & Medicine,2017,97.0,100.0,66300,Healthcare,Biomedical Researcher,Patient Care,Clinical Research,Medical Coding,48,7.8,78,2017
Canada,North America,University of Toronto,Bachelor,Healthcare & Medicine,2021,87.3,91.9,74500,Healthcare,Pharmacist,Medical Coding,Clinical Research,Patient Care,56,36.7,66,2021
USA,North America,MIT,Bachelor,Engineering,2021,73.7,80.0,70800,Manufacturing/Construction,Robotics Engineer,MATLAB,AutoCAD,Lean Six Sigma,66,57.0,58,2021
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Engineering,2020,85.3,89.0,74200,Manufacturing/Construction,Robotics Engineer,Lean Six Sigma,AutoCAD,Project Management,51,27.4,65,2020
Mexico,Latin America,UNAM,Bachelor,Engineering,2018,77.5,80.3,27700,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,AutoCAD,MATLAB,62,10.9,40,2018
France,Europe,PSL University,PhD,Engineering,2025,93.6,93.6,100900,Manufacturing/Construction,Civil Engineer,SolidWorks,Lean Six Sigma,AutoCAD,57,61.5,68,2025
Argentina,Latin America,University of Buenos Aires,Master,Healthcare & Medicine,2019,91.8,99.6,29100,Healthcare,Public Health Specialist,Medical Coding,Clinical Research,Diagnostics,66,18.5,87,2019
Switzerland,Europe,EPFL,Master,Data Science & AI,2019,91.6,94.8,118700,Technology/Consulting,Data Analyst,NLP,Big Data,R,75,10.3,68,2019
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2016,91.3,94.5,33900,Technology,Data Scientist,Python,Cloud Computing,Java,63,13.3,48,2016
Canada,North America,McGill University,Bachelor,Healthcare & Medicine,2023,96.6,100.0,73000,Healthcare,Pharmacist,Clinical Research,Patient Care,Medical Coding,65,69.6,54,2023
Canada,North America,McGill University,PhD,Data Science & AI,2024,92.0,97.6,122600,Technology/Consulting,Data Analyst,NLP,Machine Learning,Data Visualization,97,80.9,90,2024
Argentina,Latin America,University of Buenos Aires,PhD,Computer Science,2017,97.0,100.0,36000,Technology,Data Scientist,Cloud Computing,Cybersecurity,Python,64,5.0,77,2017
Canada,North America,McGill University,Bachelor,Business & Finance,2017,78.5,85.1,50300,Finance/Consulting,Marketing Manager,Financial Modeling,Data Analysis,Market Research,68,8.7,60,2017
Argentina,Latin America,University of Buenos Aires,Bachelor,Engineering,2018,74.6,79.3,18100,Manufacturing/Construction,Mechanical Engineer,MATLAB,Lean Six Sigma,AutoCAD,55,9.9,71,2018
Switzerland,Europe,EPFL,Master,Social Sciences,2024,77.6,81.1,87300,Government/NGO,Human Resources Specialist,Data Analysis,Qualitative Research,Public Policy,51,83.4,83,2024
Saudi Arabia,Middle East & Africa,King Abdulaziz University,Master,Natural Sciences,2024,79.9,83.3,67900,Research/Academia,Chemist,Scientific Writing,Statistical Analysis,Laboratory Skills,75,86.4,73,2024
Singapore,Asia-Pacific,NTU,Master,Social Sciences,2016,81.1,85.6,65900,Government/NGO,Economist,Public Policy,Data Analysis,Qualitative Research,48,5.0,79,2016
Mexico,Latin America,UNAM,Bachelor,Social Sciences,2023,82.5,91.2,17200,Government/NGO,Human Resources Specialist,Data Analysis,Public Policy,Qualitative Research,62,46.6,77,2023
Mexico,Latin America,UNAM,Bachelor,Engineering,2020,76.3,82.1,21900,Manufacturing/Construction,Civil Engineer,Lean Six Sigma,MATLAB,SolidWorks,67,30.5,65,2020
Germany,Europe,TU Munich,Bachelor,Healthcare & Medicine,2015,86.4,91.5,65800,Healthcare,Medical Doctor,Medical Coding,Patient Care,Clinical Research,30,5.0,72,2015
Saudi Arabia,Middle East & Africa,King Abdulaziz University,PhD,Data Science & AI,2025,86.2,91.3,121400,Technology/Consulting,Data Analyst,Big Data,Deep Learning,Data Visualization,86,90.0,51,2025
UK,Europe,Oxford,Master,Social Sciences,2023,78.0,83.4,61400,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Communication,66,67.5,77,2023
Sweden,Europe,Karolinska Institute,Master,Natural Sciences,2019,80.6,84.9,59000,Research/Academia,Physicist,Scientific Writing,Laboratory Skills,Experimental Design,58,11.1,55,2019
Brazil,Latin America,University of São Paulo,Bachelor,Healthcare & Medicine,2022,84.7,89.6,27800,Healthcare,Biomedical Researcher,Clinical Research,Medical Coding,Patient Care,58,67.7,80,2022
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Computer Science,2021,93.0,99.3,108900,Technology,Cybersecurity Analyst,React,SQL,Java,80,42.7,53,2021
Israel,Middle East & Africa,Technion,PhD,Business & Finance,2020,87.5,92.1,109900,Finance/Consulting,Management Consultant,Financial Modeling,Strategic Planning,Excel,67,10.3,89,2020
Japan,Asia-Pacific,University of Tokyo,PhD,Social Sciences,2015,83.7,88.1,51600,Government/NGO,Policy Analyst,Public Policy,Qualitative Research,Data Analysis,63,5.0,92,2015
UAE,Middle East & Africa,Khalifa University,PhD,Healthcare & Medicine,2019,96.1,100.0,107200,Healthcare,Biomedical Researcher,Patient Care,Clinical Research,Diagnostics,44,14.7,74,2019
Sweden,Europe,KTH Royal Institute of Technology,Bachelor,Engineering,2021,79.0,83.2,64600,Manufacturing/Construction,Civil Engineer,AutoCAD,SolidWorks,Lean Six Sigma,75,69.1,70,2021
France,Europe,PSL University,Bachelor,Social Sciences,2025,84.1,88.5,43400,Government/NGO,Sociologist,Qualitative Research,Public Policy,Communication,75,87.4,93,2025
Sweden,Europe,Karolinska Institute,Bachelor,Business & Finance,2020,82.4,86.4,55200,Finance/Consulting,Financial Analyst,Strategic Planning,Financial Modeling,Market Research,57,35.9,81,2020
UAE,Middle East & Africa,Khalifa University,Master,Social Sciences,2021,84.0,88.8,63900,Government/NGO,Human Resources Specialist,Qualitative Research,Public Policy,Data Analysis,63,59.0,83,2021
Israel,Middle East & Africa,Hebrew University of Jerusalem,PhD,Social Sciences,2019,81.6,86.2,62300,Government/NGO,Policy Analyst,Public Policy,Data Analysis,Communication,64,9.7,80,2019
Japan,Asia-Pacific,Kyoto University,Master,Computer Science,2015,92.6,99.4,52400,Technology,Cybersecurity Analyst,DevOps,Python,SQL,55,22.6,87,2015
Australia,Asia-Pacific,University of Sydney,Bachelor,Computer Science,2025,85.9,90.5,79800,Technology,AI Researcher,Cybersecurity,Cloud Computing,React,90,90.0,92,2025
UAE,Middle East & Africa,Khalifa University,Master,Social Sciences,2025,84.1,86.5,64400,Government/NGO,Sociologist,Public Policy,Qualitative Research,Communication,65,90.0,80,2025
Switzerland,Europe,EPFL,PhD,Engineering,2023,80.8,88.7,143400,Manufacturing/Construction,Mechanical Engineer,AutoCAD,Project Management,SolidWorks,77,72.1,40,2023