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AI exposure

Plumber: will AI take this job?

6%Safe as houses
The robots will take over the world, then call you because the toilet is leaking.

Why

Crawling under sinks is about as AI-proof as work gets.

Where to look next

  1. Stay — and raise your prices
  2. Heat-pump specialist
  3. Start your own company

What AI already does

  • Quotes and scheduling

What stays human

  • Everything under the sink
  • Emergency call-outs
  • Old pipes nobody documented

Skills worth learning — Trades & construction

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

Similar jobs

HVAC / heat-pump technician6%Solar installer5%Electrician8%Painter & decorator8%Construction worker10%Locksmith10%
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.