Nannies and au pairs
Nannies and au pairs care for and supervise babies and young children in the homes of the children's families.
Task Bundle Breakdown
How AI interacts with this occupation's task bundle
Task-by-Task Breakdown
Every task scored individually — sorted highest to lowest AI exposure
organises activities and opportunities to socialise with other children
AI tools like ChatGPT can suggest age-appropriate activities, local events, and socialisation opportunities, saving planning time, though execution remains entirely human.
helps develop child's learning, such as basic social skills
ChatGPT or educational AI apps like Khan Academy Kids can suggest developmental activities and learning strategies, but the nurturing human relationship is irreplaceable.
cares for children and babies and participates in their daily activities
Physical caregiving, emotional presence, and real-time supervision of children cannot be replicated by AI, which has no physical form or genuine human connection.
mends, washes and irons children’s clothes and tidies their rooms
Mending, washing, ironing, and tidying are physical household tasks; AI could only assist marginally by suggesting organisation systems or schedules.
takes children to school and other appointments
Physically transporting children requires a human presence; AI can assist with route planning or appointment reminders via tools like Google Maps or calendar apps.
assists children to wash and dress
Physically assisting children to wash and dress requires hands-on dexterity and physical presence that no current AI system can provide.
changes babies’ nappies and clothes as necessary and makes up bottles for feeds
Changing nappies and preparing bottles are entirely physical tasks requiring manual dexterity and sensory judgment that AI cannot perform.
ROI Calculator
Nannies and au pairs
This is not a pay rise — it's 270 hours of productive capacity that AI could return to you, valued at your current rate.
The portion of your current salary tied to tasks AI can automate or augment. Not a prediction of job loss — a signal of where your role is changing fastest.
How is this calculated?▾
Task weights — each task is weighted by its O*NET frequency rating. Where frequency data is absent, equal weighting is applied.
AI time reduction — tasks scored as "AI Automates" assume 80% time saving; "AI Assists" assumes 40%; "Human-Led" assumes 5%.
Salary equivalent — annual hours saved × (salary ÷ 1,800 working hours/year).
Value at risk — salary × share of role time in AI-automate or AI-assist tasks.
Figures are indicative estimates for planning purposes, not guarantees of productivity gain or job loss risk.