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 | 20K |
| 2 | Professionals | 6.5/10 | 1.5/10 | 7.5/10 | 22K |
| 1 | Managers | 5.5/10 | 1.5/10 | 7.0/10 | 12K |
| 3 | Technicians and associate professionals | 5.5/10 | 3.5/10 | 4.5/10 | 18K |
| 5 | Service and sales workers | 3.5/10 | 4.5/10 | 1.5/10 | 38K |
| 8 | Plant and machine operators and assemblers | 3.0/10 | 7.5/10 | 1.0/10 | 19K |
| 7 | Craft and related trades workers | 2.5/10 | 4.5/10 | 1.0/10 | 41K |
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).
Frequently Asked Questions
Which job is most at risk from AI in Western Sahara?
Clerical support workers has the highest AI exposure score in Western Sahara at 8.5/10. This occupation involves routine information handling that current AI systems can perform effectively.
What is the average AI exposure score in Western Sahara?
The workforce-weighted average AI exposure score in Western Sahara is 4.5/10, covering 169K workers across 7 occupation groups. Each group is weighted by its share of total employment.
Which jobs are safest from AI in Western Sahara?
Craft and related trades workers has the lowest AI exposure score in Western Sahara at 2.5/10. These roles require physical presence or manual dexterity in unpredictable environments that current AI cannot automate at scale.
Where does the Western Sahara workforce data come from?
The Western Sahara data comes from: ILO ILOSTAT (CC BY 4.0). All data is from official government or intergovernmental sources and is freely available at worldjobsdata.com.
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