Explore Occupations - 6 Interactive Views
Switch chart type, change metric, click any occupation for full breakdown. Data from official government sources.
Sorted highest to lowest. Click any bar for full breakdown.
Rectangle size = worker count. Colour = score. Click any cell for breakdown.
Each card shows all 4 scores. Click for full breakdown.
All occupations, all 4 scores. Click row for full breakdown.
| Occupation | Workers | AI | Robotics | WFH | Offshoring | Wage | Female % |
|---|
Bubble size = worker count. Click for breakdown.
Bubble size = worker count. Colour = AI risk. Click for breakdown.
All Occupations Ranked by AI Exposure
10 ISCO-08 occupation groups · data year 2012 · 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 | 56K |
| 2 | Professionals | 6.5/10 | 1.5/10 | 7.5/10 | 15K |
| 1 | Managers | 5.5/10 | 1.5/10 | 7.0/10 | 9K |
| 3 | Technicians and associate professionals | 5.5/10 | 3.5/10 | 4.5/10 | 62K |
| 5 | Service and sales workers | 3.5/10 | 4.5/10 | 1.5/10 | 33K |
| 6 | Skilled agricultural, forestry and fishery workers | 3.0/10 | 6.5/10 | 1.0/10 | 11K |
| 8 | Plant and machine operators and assemblers | 3.0/10 | 7.5/10 | 1.0/10 | 6K |
| 0 | Armed forces occupations | 2.5/10 | 3.0/10 | 1.0/10 | 6K |
| 7 | Craft and related trades workers | 2.5/10 | 4.5/10 | 1.0/10 | 33K |
| 9 | Elementary occupations | 2.0/10 | 5.5/10 | 0.5/10 | 15K |
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).
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