Healthcare assistant
88Very safeNo degree needed. NHS trusts train new healthcare assistants, starting with the Care Certificate.
See healthcare assistant jobs →Will AI replace administrators?
Very likely.
Emails, spreadsheets, filing and data entry are the bread and butter of AI office tools. Very exposed.
AI-proof score
15/100
High risk
Much of this work can already be automated.
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 administrator into work that’s much harder to automate.
Teaching assistant
78Fairly safeNo degree needed. Schools often hire and then train, and a Level 3 TA certificate helps.
See teaching assistant jobs →Care home manager
70Fairly safeExperience as a senior carer, then a Level 5 Diploma in Leadership for Health and Social Care.
See care home manager jobs →Why it scores 15
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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