Operations manager
65Fairly safeUsually by working up through the business. Leadership apprenticeships are common.
See operations manager jobs →Will AI replace product managers?
Partly.
AI writes the specs and analyses the data. Deciding what to build and getting teams aligned remains human.
AI-proof score
59/100
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 product manager into work that’s much harder to automate.
Teacher
74Fairly safeDegree plus Qualified Teacher Status (PGCE, School Direct, SCITT or teacher degree apprenticeship).
See teacher jobs →Care worker
88Very safeNo formal qualifications needed to start. Employers train you, starting with the Care Certificate.
See care worker jobs →Why it scores 59
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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