Childcare & Early Years

14 careers in Childcare & Early Years, ranked safest first: the career with the lowest AI exposure score, meaning the smallest share of its day-to-day work AI can already do, is at the top. For 3 of them the moat, what structurally protects the job, has not been classified yet; their cards say so rather than guessing.

Childcare & Early Years at a glance
MOAT CLASSIFIED11 of 14 total
NO MOAT0
HAS A MOAT11
MOAT NOT YET CLASSIFIED3
MEDIAN AI EXPOSURE10 /100

Personal Care & Service5

Residential Childcare Practitioner

6

Childcare & Early Years

AI IMPACT
AI CAN DO6%moving to51%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Childminders

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to47%
THE DOOR, NOWA
THE DOOR, 20 YRSB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Au Pair

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to55%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Nanny

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to55%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Playworker

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to55%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Management2

Early Education and Childcare Services Proprietors

6

Childcare & Early Years

AI IMPACT
AI CAN DO6%moving to46%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Early Years Educator

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to50%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Education, Training & Library2

Early Education and Childcare Practitioners

6

Childcare & Early Years

AI IMPACT
AI CAN DO6%moving to51%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Early Education and Childcare Assistants

6

Childcare & Early Years

AI IMPACT
AI CAN DO6%moving to36%
THE DOOR, NOWA
THE DOOR, 20 YRSB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Community & Social Service2

Family Support Worker

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to50%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Child Protection Officer

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to50%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Uncategorised3

These careers have no record in our AI outlook register, so there is no O*NET occupation code to group them by. Listed here rather than guessed into a category.

Child and Early Years Officers

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to55%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Nanny

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to55%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Babysitter

10

Childcare & Early Years

AI IMPACT
AI CAN DO10%moving to55%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →
Careermash

Careermash: navigate your career path with real data. Explore career profiles, salary benchmarks, AI impact forecasts, and the qualifications you need to get there.


AI EXPOSURE = the share of a job's day-to-day tasks AI can already do today, from the same exposure engine used across this site (Anthropic labour market research, 2026, observed real-world AI usage by occupation). Higher means more exposed. It is a measurement of now, not a prediction. THE DOOR = how hard the job is to get into, grade A (easy) to E (extremely hard), from each career's published forecast (OpenAI, "The AI Jobs Transition Framework", Richmond 2026, CC BY 4.0). A card marked MOAT NOT YET CLASSIFIED has a real exposure score but no entry yet in our moat register, so we make no claim about what structurally protects it. Scorecard grades and verdicts are Careermash editorial judgment: we show forecasts as forecasts and own our conclusions. Salary and pathway figures are each career's own published profile. Careermash is a service provided by What School Ltd.

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