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AI exposure

Engineer: will AI take this job?

35%Mostly safe
AI does the calculations. You sign them. Guess who goes to jail if the bridge falls.

Why

Calculations and drafting speed up; responsibility and real-world constraints stay human.

Where to look next

  1. Energy and grid infrastructure (huge AI demand)
  2. Robotics
  3. Project / site lead

What AI already does

  • Calculations and simulations
  • Drafting

What stays human

  • Real-world constraints
  • Signing off safety
  • Coordinating teams

Skills worth learning — Industry & agriculture

  • Robots and automation
  • Maintenance
  • Precision technology

Similar jobs

Miner30%Factory worker50%Farmer15%Fisher15%Quality inspector60%
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.