AI exposure by job, A–Z
Find your job to see how much of the work AI can do, which tasks stay human, the skills to learn and the safest next moves. Scores run from 0 (AI barely touches the work) to 100 (AI can do nearly all of it).
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Most and least exposed jobs
Exposure is not the same as job loss. Several highly exposed jobs are still growing because AI makes the people in them more productive.
Most exposed to AI
Least exposed to AI
What the patterns tell us
Across the 38 jobs we score, three patterns stand out. First, office and information work is the most exposed: administrative, bookkeeping, translation and paralegal roles are dominated by reading, writing and processing information, which is exactly what large language models do well. This matches the International Labour Organization's 2025 finding that clerical work remains the most exposed occupational group.
Second, hands-on and care work is the least exposed. Caregivers, construction workers, electricians and nurses spend most of their time on physical, unpredictable or relationship-based tasks. The World Economic Forum also expects some of these roles, including farmworkers, construction workers and nurses, to add the most jobs in absolute numbers this decade.
Third, exposure and outlook are different things. Software developers and data analysts are highly exposed, yet demand for them keeps growing, because AI makes each person more productive and creates new work. The people at risk are those who keep doing exposed tasks the old way.
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