Nursery worker
69.1K UK workers · typical pay £20,000 · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: +3% to 2035.
Real Claude.ai usage mapped to this occupation's SOC group, Apr+May 2026, CC-BY. Claude users only; task times model-estimated; augment/automate is how AI is used, not a count of jobs lost. Method →
The core responsibilities of a nursery worker involve physical care, emotional support, and the supervision of young children in a physical environment, which AI cannot replicate. While AI may assist with administrative tasks like recording development or planning activities, the requirement for human presence, empathy, and manual tasks like feeding and changing babies keeps exposure very low.
While cheaper costs could increase hours per child or improve staff-to-child ratios, the total output is fundamentally capped by the UK birth rate and child population.
Headcount drifts +3% across 12 years.
Change the scenario in the nav to reshape this curve.
UK employment share by region, SOC-joined to 3232.
Majority-female role (100.0% women).
Five roles with transferable skills and better demand dynamics.
nursery-worker · dataset 2026.03 · CC-BY-4.0