Nail technician

13.9K UK workers · typical pay £21,000 · entry route GCSEs grades 4-9 (A*-C). Projected growth of +9% to 2035.

How AI is actually used here · measured · Anthropic Economic Index

Thin signal. Only 26% of the Claude usage mapped to this job is actual work. The rest is personal or study use of the same skills. Read the figures below as indicative, not precise.

52%

Augmentation

AI mostly assists

4.6×

Time compression

~2.6h → ~34min

2.68/5

AI autonomy

how hands-off it runs

48%

Automation

of measured usage

How the collaboration splits · the six measured modes

directive 32.6%task iteration 28.9%learning 17.3%feedback loop 14.4%validation 5.7%unclassified 1.2%

What people make with AI here

advice / recommendation38%explanation / answer15%document / report13%

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 →

Facts · ONS + NCS

UK workers (2024)

13.9K

Median pay

£21.0K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

1 / 10

Elasticity

6.5 / 10

2035 outlook

+9%

Exposure · 1/10

Why AI can do the work

This occupation is almost entirely physical and requires precise manual dexterity and real-time human interaction in a physical environment. While AI might assist with peripheral tasks like booking appointments or marketing, the core service of applying and decorating nails cannot be automated by current or near-term digital technologies.

Elasticity · 6.5/10

Gated by population

Whether demand expands when it gets cheaper

Lower costs would shift nails from an occasional luxury to a high-frequency routine, though demand is ultimately capped by the physical population and time required for application.

Trajectory to 2035