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AI exposure

Mechanic: will AI take this job?

15%Safe as houses
The car diagnoses itself now. Then it calls you anyway.

Why

Diagnostics are digital, but hands-on repair is still human work.

Where to look next

  1. EV and battery technician
  2. Robot / industrial maintenance
  3. Your own garage

What AI already does

  • Error-code diagnosis
  • Ordering parts

What stays human

  • Hands-on repair
  • Weird problems

Skills worth learning — Trades & construction

  • Energy: heat pumps, solar, batteries
  • Smart-home and automation
  • Running your own business

Similar jobs

Welder15%Tailor15%Construction worker10%Locksmith10%Electrician8%Painter & decorator8%
Check another job Play today’s challenge

For fun, not a forecast. Scores are our rough estimates of how much of a job’s tasks AI can already help with, based on the ILO (2025) and Microsoft Research (2025) studies. Exposure usually means the job changes, not that it disappears — the ILO puts about 1 in 4 jobs worldwide in exposed occupations, but only 3.3% in the highest category.