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
9 ISCO-08 occupation groups · data year 2024 · 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 | 16.5M | $45,433 |
| 2 | Professionals | 6.5/10 | 1.5/10 | 7.5/10 | 43.0M | $82,032 |
| 1 | Managers | 5.5/10 | 1.5/10 | 7.0/10 | 12.1M | $115,056 |
| 3 | Technicians and associate professionals | 5.5/10 | 3.5/10 | 4.5/10 | 7.7M | $38,813 |
| 5 | Service and sales workers | 3.5/10 | 4.5/10 | 1.5/10 | 29.1M | $40,200 |
| 6 | Skilled agricultural, forestry and fishery workers | 3.0/10 | 6.5/10 | 1.0/10 | 890K | $36,768 |
| 8 | Plant and machine operators and assemblers | 3.0/10 | 7.5/10 | 1.0/10 | 18.8M | $45,844 |
| 7 | Craft and related trades workers | 2.5/10 | 4.5/10 | 1.0/10 | 11.2M | $56,006 |
| 9 | Elementary occupations | 2.0/10 | 5.5/10 | 0.5/10 | 3.8M | $37,020 |
AI/robotics/WFH scores are research-based estimates (Frey-Osborne, OECD, IMF 2024), not official statistics. Hover occupation name for rationale. Employment from: BLS Occupational Outlook Handbook (US Public Domain), OECD Average Annual Wages (USD PPP, 2024).
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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