Nannies and au pairs
Nannies and au pairs care for and supervise babies and young children in the homes of the children's families.
- Employees (UK)
- 11k
- Median annual pay
- £22,955
- Exposure score ?
- 1.1/10 Minimal 1.7/10 Minimal strict reading, with tools is 1.7/10 with-tools reading, strict is 1.1/10
- Wage exposure
- £28m £43m
Higher exposure than 60% of the 379 UK occupations we scored.
What this score means.
Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.
If you are in this role
Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.
Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.
If you are in this role
Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.
Where the work usually starts.
These are the most important tasks a language model can already handle directly. In a typical engagement the first wins come from building workflows around them, so they stop eating the team's time.
-
Keep records on individual children, including daily observations and information about activities, meals served, and medications administered.
-
Perform general administrative tasks, such as taking attendance, editing internal paperwork, and making phone calls.
-
Help children with homework and school work.
These are the most important tasks AI can already handle when paired with the right tools and context. The first wins usually come from building workflows around them. That is the difference between a model that could do the job and one that actually does it inside your business.
-
Keep records on individual children, including daily observations and information about activities, meals served, and medications administered.
-
Perform general administrative tasks, such as taking attendance, editing internal paperwork, and making phone calls.
-
Help children with homework and school work.
Every role has three or four places like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days.
Every task in the role.
Every O*NET task for this occupation, split by what AI can do unaided and what still needs a person. Importance is O*NET's 1 to 5 rating of how central each task is.
Tasks via O*NET "Childcare Workers" (39-9011.00).
What AI can already do
3 of 24 tasks, unaided
Keep records on individual children, including daily observations and information about activities, meals served, and medications administered.
Perform general administrative tasks, such as taking attendance, editing internal paperwork, and making phone calls.
Help children with homework and school work.
What still needs a person
21 of 24 tasks
Maintain a safe play environment.
Observe and monitor children's play activities.
Communicate with children's parents or guardians about daily activities, behaviors, and related issues.
Support children's emotional and social development, encouraging understanding of others and positive self-concepts.
Care for children in institutional setting, such as group homes, nursery schools, private businesses, or schools for people with disabilities.
Sanitize toys and play equipment.
Dress children and change diapers.
Identify signs of emotional or developmental problems in children and bring them to parents' or guardians' attention.
Instruct children in health and personal habits, such as eating, resting, and toilet habits.
Organize and store toys and materials to ensure order in activity areas.
Sterilize bottles and prepare formulas.
Provide care for children with physical, developmental, or mental health disabilities.
Create developmentally appropriate lesson plans.
Perform housekeeping duties, such as laundry, cleaning, dish washing, and changing of linens.
Read to children and teach them simple painting, drawing, handicrafts, and songs.
Assist in preparing food and serving meals and refreshments to children.
Discipline children and recommend or initiate other measures to control behavior, such as caring for own clothing and picking up toys and books.
Perform general personnel functions, such as supervision, training, and scheduling.
Regulate children's rest periods.
Organize and participate in recreational activities and outings, such as games and field trips.
Accompany children to and from school, on outings, and to medical appointments.
Tasks via O*NET "Childcare Workers" (39-9011.00).
What AI can already do
5 of 24 tasks, with tools
Keep records on individual children, including daily observations and information about activities, meals served, and medications administered.
Perform general administrative tasks, such as taking attendance, editing internal paperwork, and making phone calls.
Help children with homework and school work.
Create developmentally appropriate lesson plans.
Perform general personnel functions, such as supervision, training, and scheduling.
What still needs a person
19 of 24 tasks
Maintain a safe play environment.
Observe and monitor children's play activities.
Communicate with children's parents or guardians about daily activities, behaviors, and related issues.
Support children's emotional and social development, encouraging understanding of others and positive self-concepts.
Care for children in institutional setting, such as group homes, nursery schools, private businesses, or schools for people with disabilities.
Sanitize toys and play equipment.
Dress children and change diapers.
Identify signs of emotional or developmental problems in children and bring them to parents' or guardians' attention.
Instruct children in health and personal habits, such as eating, resting, and toilet habits.
Organize and store toys and materials to ensure order in activity areas.
Sterilize bottles and prepare formulas.
Provide care for children with physical, developmental, or mental health disabilities.
Perform housekeeping duties, such as laundry, cleaning, dish washing, and changing of linens.
Read to children and teach them simple painting, drawing, handicrafts, and songs.
Assist in preparing food and serving meals and refreshments to children.
Discipline children and recommend or initiate other measures to control behavior, such as caring for own clothing and picking up toys and books.
Regulate children's rest periods.
Organize and participate in recreational activities and outings, such as games and field trips.
Accompany children to and from school, on outings, and to medical appointments.
Stay on top of this.
An email when there is something worth reading: what is real in AI at work, what is noise, and what operators are doing about it.
Free. Unsubscribe any time.
Related occupations.
Other roles in Caring, leisure and other service occupations, and roles close by exposure.
What it means for your sector.
This role's score comes from Eloundou et al's 2023 task labels, weighted by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 through ISCO-08 (the ONS coding index) and US SOC 2010 (the BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional, which covers employees only.
Back to the mapMethodologySources (PDF)Built 29 April 2026
Pictures
- "Census pantograph and 1930s keypunches" by U.S. Census Bureau employees, public domain, via Wikimedia Commons
- "Shepard Barclay, St. Louis lawyer, in his office" by Missouri Historical Society via DPLA, no known copyright restrictions, via Wikimedia Commons
- "Accountant's Office LCCN2016824374" by National Photo Company Collection, public domain, via Wikimedia Commons
- "Employment service in Oulu in the spring 1931" by Finnish Heritage Agency (Museovirasto), CC BY 4.0, via Wikimedia Commons