All Occupations Ranked by AI Exposure
10 ISCO-08 occupation groups · data year 2025 · Tier A Full data - employment, wages, AI scores, growth projections
| ISCO | Occupation Group | AI Exposure | Robotics Risk | WFH Potential | Employment | Median Wage |
|---|---|---|---|---|---|---|
| 4 | Clerical support workers | 8.5/10 | 2.5/10 | 8.5/10 | 3.0M | $33,216 |
| 2 | Professionals | 6.5/10 | 1.5/10 | 7.5/10 | 8.6M | $57,473 |
| 1 | Managers | 5.5/10 | 1.5/10 | 7.0/10 | 5.5M | $65,701 |
| 3 | Technicians and associate professionals | 5.5/10 | 3.5/10 | 4.5/10 | 4.8M | $44,450 |
| 5 | Service and sales workers | 3.5/10 | 4.5/10 | 1.5/10 | 5.1M | $24,976 |
| 6 | Skilled agricultural, forestry and fishery workers | 3.0/10 | 6.5/10 | 1.0/10 | 354K | N/A |
| 8 | Plant and machine operators and assemblers | 3.0/10 | 7.5/10 | 1.0/10 | 1.5M | $40,424 |
| 0 | Armed forces occupations | 2.5/10 | 3.0/10 | 1.0/10 | 30K | N/A |
| 7 | Craft and related trades workers | 2.5/10 | 4.5/10 | 1.0/10 | 2.1M | $43,486 |
| 9 | Elementary occupations | 2.0/10 | 5.5/10 | 0.5/10 | 3.1M | $24,240 |
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), ONS ASHE Table 14 (Open Government Licence v3.0).
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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