Teacher
74Fairly safeDegree plus Qualified Teacher Status (PGCE, School Direct, SCITT or teacher degree apprenticeship).
See teacher jobs →Will AI replace trainers and assessors?
Partly.
Workplace assessment and practical training need people on site, but e-learning is taking over the classroom part.
AI-proof score
56/100
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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Safer jobs to look at
Realistic moves from trainer / assessor into work that’s much harder to automate.
Work coach / employment advisor
62Fairly safeNo degree needed for many roles. Customer service or support experience helps.
See work coach / employment advisor jobs →Driving instructor
84Very safePass the three DVSA ADI qualifying tests, then register as an approved driving instructor.
See driving instructor jobs →Why it scores 56
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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