AI exposure

Driver: will AI take this job?

50%Changing fast
Self-driving cars have been “two years away” for ten years. Keep your hands on the wheel — for now.

Why

Robotaxis already run in some cities, but most roads, weather and loading docks are still human territory.

Where to look next

  1. Fleet / logistics coordinator
  2. Remote operator for autonomous vehicles
  3. Specialist transport (hazardous, oversized, medical)

What AI already does

  • Route planning
  • Highway driving (in some places)

What stays human

  • City traffic and bad weather
  • Loading and handing over
  • Dealing with people

Skills worth learning — Transport & logistics

  • Logistics software and planning
  • Specialist licences (ADR, heavy loads)
  • Supervising automated fleets

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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.