Mixed signals

Lifeguard

25.2K UK workers · typical pay £23,000 · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: +3% to 2035.

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

Thin signal. Only 4% 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.

42%

Augmentation

AI mostly does the task

3.4×

Time compression

~1.1h → ~19min

2.41/5

AI autonomy

how hands-off it runs

58%

Automation

of measured usage

How the collaboration splits · the six measured modes

unclassified 51.3%feedback loop 16.8%learning 12%directive 10.7%task iteration 7.4%validation 1.8%

What people make with AI here

explanation / answer31%game / interactive11%advice / recommendation4%

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)

25.2K

Median pay

£23.0K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

1 / 10

Elasticity

3.5 / 10

2035 outlook

+3%

Exposure · 1/10

Why AI can do the work

Lifeguarding is a fundamentally physical and presence-based role requiring real-time emergency response, first aid, and manual rescue skills in unpredictable environments. While AI-powered camera systems can assist in monitoring swimmers, the core responsibilities of physical intervention and human interaction remain entirely insulated from digital automation.

Elasticity · 3.5/10

Gated by saturated

Whether demand expands when it gets cheaper

Demand is primarily gated by the physical number of swimming pools and designated beaches, though cheaper staffing might slightly increase operating hours or safety ratios.

Trajectory to 2035