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AI Work Index
V6 scoring is now applied to all occupations, downloads, and reports. See what changed

How will AI affect your job?

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32%

Jobs under pressure

Share of mapped occupations under pressure

92

Occupations at risk

High-pressure occupations

562

Mapped occupations

Official occupations mapped into the global spine

Highest pressure jobs → In demand, high AI pressure → Modern roles → View all occupations →
View: GlobalSingaporeUnited States

Occupation Map

Size = mapped occupations · Colour = structural pressure

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Lower AI Risk
Higher AI Risk

Highest Risk

All →
1 Statistical clerk 89%2 Clearing and forwarding agent 89%3 Telemarketer 88%4 Securities clerk 86%5 Data entry clerk 85%

Most Resilient

All →
1 General dental practitioner 0%2 Massage therapist 0%3 Veterinarian 0%4 Traditional Chinese medicine… 0%5 Commercial airline pilot 0%

AI-Augmented

All →
1 Journalist Moderate2 Audit manager Moderate3 Dietitian Low4 Sales manager Moderate5 Business consultant Moderate

Most mapped occupations

All →
1 Receptionist (general) 7 mapped occupations2 Energy engineer 6 mapped occupations3 Computer engineer 6 mapped occupations4 Ophthalmologist 6 mapped occupations5 Bookkeeper 6 mapped occupations
More: Modern RolesAll RankingsCompareMethodology

Global · V6 · 290 occupations