Will AI replace train drivers?

Partly.

Automation already runs some metro lines. Mainline UK rail is slow to change, but the driving itself is very automatable.

AI-proof score

45/100

Changing

AI will reshape this job, and fewer people may be needed.

Easy to automateNeeds a human

Our estimate from published research, not a prediction about you or any employer. How we score jobs

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Realistic moves from train / tram driver into work that’s much harder to automate.

64Fairly safe

Many operators pay for your PCV licence and training.

65Fairly safe

Provisional C/C+E licence, medical, theory and practical tests, plus Driver CPC.

80Very safe

Engineering apprenticeship (electrical or mechanical), then a few years on the tools.

Six ratings feed the score. Four protect a job from AI and two expose it. How we score jobs

Hands-onProtects: Skilled physical work in the real world
Unpredictable settingsProtects: Every site, home or patient is different
Human touchProtects: Trust, care or persuasion face to face
AccountabilityProtects: Licensed or high-stakes — someone has to sign it off
Screen-basedExposes: Work done on a computer with text, data or images
RoutineExposes: Repeatable, rules-based tasks

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