Residential Childcare Practitioner
8AI EXPOSURE TODAY8
20-YEAR SCENARIO
NOT A FORECAST53%
NOT A FORECAST53%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Skip to main content
Childcare & Early Years
13 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 2 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 13 total
NO MOAT0
HAS A MOAT11
MOAT NOT YET CLASSIFIED2
MEDIAN AI EXPOSURE10 /100
Personal Care & Service5 careers
Au Pair
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Childminders
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST47%
NOT A FORECAST47%
THE DOOR · ENTRY DIFFICULTY TODAYA
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Nanny
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Playworker
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Education, Training & Library2 careers
Early Education and Childcare Assistants
8AI EXPOSURE TODAY8
20-YEAR SCENARIO
NOT A FORECAST38%
NOT A FORECAST38%
THE DOOR · ENTRY DIFFICULTY TODAYA
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Early Education and Childcare Practitioners
8AI EXPOSURE TODAY8
20-YEAR SCENARIO
NOT A FORECAST53%
NOT A FORECAST53%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Management2 careers
Early Education and Childcare Services Proprietors
8AI EXPOSURE TODAY8
20-YEAR SCENARIO
NOT A FORECAST48%
NOT A FORECAST48%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Early Years Educator
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST50%
NOT A FORECAST50%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Community & Social Service2 careers
Child Protection Officer
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST50%
NOT A FORECAST50%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Family Support Worker
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST50%
NOT A FORECAST50%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Uncategorised2 careers
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.
Babysitter
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Child and Early Years Officers
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →