Scores are now relative 0–100 ranks, not probabilities. Economics is reported separately, and only Singapore remains a live scored market. Read the V8 methodology
Will AI take your job?
See how exposed the work is, what still needs people, and what hiring demand looks like.
562
Occupations analysed
228
Higher AI exposure
45
Strong current demand
View: Singapore
Occupation Map
Size = median wage · Colour = AI Exposure Rank
Click a group to explore its occupations.
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Lower AI exposure Higher AI exposure
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Most exposed to AI
All →Lowest AI Exposure
All →Singapore AI Work Index · V8 · 562 occupations
Frequently asked questions
Will AI take my job?
The index cannot predict whether an individual will lose a job. It shows how exposed an occupation is to current AI capabilities, what still requires people, and whether current hiring demand may soften the impact.
What does the AI Exposure Rank mean?
A rank of 72/100 means the occupation is more exposed to AI capabilities than approximately 72% of Singapore occupations. It is a relative rank, not a 72% probability of job loss.