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AI Job Stats

Map

Pick an indicator. Every colour has a number next to it โ€” hover, or open the table.

Share working in exposed occupations

Share working in exposed occupations
The world map uses the ILO's 1-digit modelled estimates (same method for every country). It is good for COMPARING countries but underestimates the level: it gives ~17% for the world, while the ILO's official figure is 24%.
Table view
CountryShare working in exposed occupations
Japan~35% ยท 2025
Puerto Rico~34% ยท 2025
Switzerland~34% ยท 2025
Germany~33% ยท 2025
Singapore~33% ยท 2025
Netherlands~33% ยท 2025
Belgium~32% ยท 2025
Canada~32% ยท 2025
Sweden~31% ยท 2025
Israel~31% ยท 2025
New Zealand~31% ยท 2025
United Kingdom~31% ยท 2025
South Korea~31% ยท 2025
Denmark~30% ยท 2025
Austria~30% ยท 2025
Ireland~30% ยท 2025
Hong Kong SAR China~30% ยท 2025
Italy~30% ยท 2025
United States~30% ยท 2025
France~29% ยท 2025
Australia~29% ยท 2025
Norway~29% ยท 2025
Slovakia~28% ยท 2025
Greece~28% ยท 2025
Portugal~28% ยท 2025
Croatia~28% ยท 2025
Spain~28% ยท 2025
Poland~27% ยท 2025
Finland~27% ยท 2025
Slovenia~27% ยท 2025
Hungary~27% ยท 2025
Argentina~26% ยท 2025
Czechia~26% ยท 2025
Cuba~26% ยท 2025
Lithuania~25% ยท 2025
Russia~25% ยท 2025
Bulgaria~24% ยท 2025
Uruguay~24% ยท 2025
Saudi Arabia~24% ยท 2025
Malaysia~24% ยท 2025
Serbia~24% ยท 2025
Brazil~23% ยท 2025
Costa Rica~23% ยท 2025
Jamaica~23% ยท 2025
South Africa~22% ยท 2025
Chile~22% ยท 2025
Belarus~22% ยท 2025
United Arab Emirates~21% ยท 2025
Dominican Republic~21% ยท 2025
Kazakhstan~21% ยท 2025
Algeria~21% ยท 2025
Tรผrkiye~21% ยท 2025
Jordan~21% ยท 2025
Bosnia & Herzegovina~20% ยท 2025
Libya~20% ยท 2025
Romania~20% ยท 2025
Colombia~20% ยท 2025
Oman~20% ยท 2025
Turkmenistan~19% ยท 2025
Mexico~19% ยท 2025
Azerbaijan~19% ยท 2025
Venezuela~19% ยท 2025
Armenia~19% ยท 2025
Philippines~18% ยท 2025
Yemen~18% ยท 2025
Panama~18% ยท 2025
Syria~18% ยท 2025
Congo - Brazzaville~18% ยท 2025
Georgia~18% ยท 2025
Iraq~18% ยท 2025
Egypt~17% ยท 2025
Paraguay~17% ยท 2025
Uzbekistan~17% ยท 2025
Mongolia~17% ยท 2025
Tunisia~17% ยท 2025
El Salvador~17% ยท 2025
Peru~17% ยท 2025
Somalia~17% ยท 2025
Iran~16% ยท 2025
Kuwait~16% ยท 2025
Qatar~15% ยท 2025
Albania~15% ยท 2025
Kyrgyzstan~15% ยท 2025
Nepal~15% ยท 2025
Thailand~15% ยท 2025
Sri Lanka~15% ยท 2025
Mauritania~15% ยท 2025
Indonesia~15% ยท 2025
Senegal~15% ยท 2025
Bolivia~15% ยท 2025
Liberia~15% ยท 2025
China~14% ยท 2025
Papua New Guinea~14% ยท 2025
Tajikistan~14% ยท 2025
Honduras~14% ยท 2025
Nicaragua~14% ยท 2025
Cameroon~14% ยท 2025
Ecuador~13% ยท 2025
Moldova~13% ยท 2025
Morocco~13% ยท 2025
Guatemala~12% ยท 2025
Vietnam~12% ยท 2025
Guinea~12% ยท 2025
Cรดte dโ€™Ivoire~12% ยท 2025
Haiti~12% ยท 2025
Ghana~12% ยท 2025
Myanmar (Burma)~12% ยท 2025
Togo~12% ยท 2025
Burkina Faso~12% ยท 2025
Cambodia~11% ยท 2025
Nigeria~11% ยท 2025
India~11% ยท 2025
Angola~11% ยท 2025
Zambia~11% ยท 2025
Kenya~11% ยท 2025
Sierra Leone~11% ยท 2025
Pakistan~10% ยท 2025
Benin~10% ยท 2025
Rwanda~10% ยท 2025
Zimbabwe~10% ยท 2025
Bangladesh~9% ยท 2025
Laos~9% ยท 2025
Congo - Kinshasa~9% ยท 2025
North Korea~9% ยท 2025
Malawi~9% ยท 2025
Mali~9% ยท 2025
Uganda~8% ยท 2025
Afghanistan~8% ยท 2025
Chad~8% ยท 2025
Ethiopia~8% ยท 2025
Niger~8% ยท 2025
Mozambique~7% ยท 2025
Eritrea~7% ยท 2025
Madagascar~7% ยท 2025
Tanzania~7% ยท 2025
Central African Republic~6% ยท 2025
Burundi~6% ยท 2025

Share working in exposed occupations

  1. 1.Japan~35%
  2. 2.Puerto Rico~34%
  3. 3.Switzerland~34%
  4. 4.Germany~33%
  5. 5.Singapore~33%
  6. 6.Netherlands~33%
  7. 7.Belgium~32%
  8. 8.Canada~32%
  9. 9.Sweden~31%
  10. 10.Israel~31%
  11. 11.New Zealand~31%
  12. 12.United Kingdom~31%
  13. 13.South Korea~31%
  14. 14.Denmark~30%
  15. 15.Austria~30%
  16. 16.Ireland~30%
  17. 17.Hong Kong SAR China~30%
  18. 18.Italy~30%
  19. 19.United States~30%
  20. 20.France~29%
  21. 21.Australia~29%
  22. 22.Norway~29%
  23. 23.Slovakia~28%
  24. 24.Greece~28%
  25. 25.Portugal~28%
  26. 26.Croatia~28%
  27. 27.Spain~28%
  28. 28.Poland~27%
  29. 29.Finland~27%
  30. 30.Slovenia~27%
  31. 31.Hungary~27%
  32. 32.Argentina~26%
  33. 33.Czechia~26%
  34. 34.Cuba~26%
  35. 35.Lithuania~25%
  36. 36.Russia~25%
  37. 37.Bulgaria~24%
  38. 38.Uruguay~24%
  39. 39.Saudi Arabia~24%
  40. 40.Malaysia~24%