All Occupations Ranked by AI Exposure
7 ISCO-08 occupation groups · data year 2025 · Tier C ILO employment data with gender breakdown and time-series 2010–2025
| ISCO | Occupation Group | AI Exposure | Robotics Risk | WFH Potential | Employment |
|---|---|---|---|---|---|
| 4 | Clerical support workers | 8.5/10 | 2.5/10 | 8.5/10 | 376K |
| 2 | Professionals | 6.5/10 | 1.5/10 | 7.5/10 | 753K |
| 1 | Managers | 5.5/10 | 1.5/10 | 7.0/10 | 11K |
| 3 | Technicians and associate professionals | 5.5/10 | 3.5/10 | 4.5/10 | 335K |
| 5 | Service and sales workers | 3.5/10 | 4.5/10 | 1.5/10 | 818K |
| 8 | Plant and machine operators and assemblers | 3.0/10 | 7.5/10 | 1.0/10 | 539K |
| 7 | Craft and related trades workers | 2.5/10 | 4.5/10 | 1.0/10 | 1.4M |
AI/robotics/WFH scores are research-based estimates (Frey-Osborne, OECD, IMF 2024), not official statistics. Hover occupation name for rationale. Employment from: ILO ILOSTAT (CC BY 4.0).
AI Disruption Context
World Bank indicators showing when disruption will arrive and how resilient the workforce is.
Source: World Bank Open Data (CC BY 4.0) - IT.NET.BBND.P2, IT.NET.SECR.P6, HD_HCIP_OTJL_TO, SP social protection indicators.
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