Guides & industry hubs
AI and your career, explained with data
Every guide below is built from the same dataset behind our 0–100 AI Risk Scores: 2,000+ US careers with salary, automation potential and 10-year outlook.
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Top 10 safest jobs from AI in 2026
The ten lowest-risk careers in our database, with pay, outlook and why AI struggles.
Read guideWill AI end the world?
The apocalypse question answered honestly — and what the job data actually shows.
Read guideWill AI replace my job? How to check
A five-minute self-check: the four task types that decide your exposure.
Read guideBest career changes if AI worries you
Realistic switches by starting point — office, retail, creative or driving.
Read guideWhat jobs are safe from AI?
The lowest-risk US careers ranked, with salary, outlook and why automation stalls.
Read guideWhat jobs will AI replace by 2030?
The most exposed careers plus a 2030 / 2035 / 2040 automation timeline.
Read guideAI job loss statistics 2026
Risk-band distribution and average AI exposure by industry, from our own dataset.
Read guideAI risk by industry
Sector-level hubs with average risk, the safest roles and the most exposed roles.
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