AI career risk research
Will AI replace your job?
Compare AI replacement risk, augmentation upside, wage protection, task exposure, and practical career moves for 200+ common jobs.
Snapshot
Static, indexable guides built for long-tail search.
Grouped by real search intent and occupational exposure.
US, UK, Australia, Canada, and EU context for high-value roles.
Find your job
Estimate AI risk by job and task mix
Country adds regional context, but your task mix is what changes the risk estimate. Pick the work you do most to see the score adjust.
Why your tasks change the result
AI usually replaces tasks before it replaces whole jobs. Data entry, routine writing, and simple support push risk up; care, field work, regulated judgment, and advisory work push risk down.
Why country is different
Country affects timing, wages, adoption speed, and regulation. It does not automatically change the baseline task score unless local data is available.
How to read the score
Replacement risk shows automation exposure. Augmentation shows productivity upside. Wage protection shows whether human scarcity, trust, licensing, or physical work may protect earnings.
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Best careers for the AI future
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AI risk by task type
Learn why tasks matter more than job titles when estimating AI risk.
AI risk by industry
Browse risk across finance, tech, healthcare, education, legal, trades, and more.
Highest exposure
Jobs most at risk from AI
Healthcare · Very high replacement risk
Healthcare · Very high replacement risk
Legal · Very high replacement risk
Hospitality · Very high replacement risk
Administration · Very high replacement risk
Administration · Very high replacement risk
Human moat
Jobs safest from AI replacement
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Construction and Trades · Very low replacement risk
Public Safety · Very low replacement risk
Healthcare · Very low replacement risk
Healthcare · Very low replacement risk
Productivity upside
Jobs most likely to be augmented by AI
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Finance · Moderate replacement risk