AI career risk research
Will AI replace your job?
Compare AI replacement risk, augmentation upside, wage protection, and task exposure across 5,576 role, industry, and seniority combinations.
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
Search your role, pick your main task type, and get instant scores from our static job index — no account, no API.
In-depth guides
Most searched AI job risk guides
Finance · Moderate replacement risk
Technology · Moderate replacement risk
Healthcare · Very low replacement risk
Legal · Low replacement risk
Administration · Very high replacement risk
Marketing and Media · Very high replacement risk
Finance · Very high replacement risk
Technology · Moderate replacement risk
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.
Start here
Popular AI career questions
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Which careers should I avoid?
Understand high-risk roles and safer adjacent career paths.
Best careers for the AI future
Compare jobs with high augmentation upside and stronger wage protection.
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
Administration · Very high replacement risk
Finance · Very high replacement risk
Retail and Sales · Very high replacement risk
Hospitality · Very high replacement risk
Legal · 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
Finance · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk
Featured guides
High-intent AI job risk guides
Matrix profiles by experience tier, role, and industry — the pages most likely to match specific search queries.
Finance · High replacement risk
Technology · Moderate replacement risk
Healthcare · Very low replacement risk
Administration · Very high replacement risk
Marketing and Media · Very high replacement risk
Marketing and Media · Low replacement risk
Legal · Very high replacement risk
Retail and Sales · High replacement risk
Technology · Moderate replacement risk
Technology · Moderate replacement risk