Teaching assistant
78Fairly safeNo degree needed. Schools often hire and then train, and a Level 3 TA certificate helps.
See teaching assistant jobs →Will AI replace librarians?
Partly.
Digital catalogues took the routine work. Libraries are now about helping people, which stays human.
AI-proof score
55/100
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 librarian / library assistant 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 →Teacher
74Fairly safeDegree plus Qualified Teacher Status (PGCE, School Direct, SCITT or teacher degree apprenticeship).
See teacher jobs →Why it scores 55
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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