Mixed signals

Vet

25.3K UK workers · typical pay £48,500 · entry route Postgraduate degree (Level 7+). Projected growth of +5% 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.

40%

Augmentation

AI mostly does the task

1.9×

Time compression

~1.3h → ~41min

2.44/5

AI autonomy

how hands-off it runs

60%

Automation

of measured usage

How the collaboration splits · the six measured modes

feedback loop 40.2%learning 33.6%directive 19.1%task iteration 3.2%validation 2.3%unclassified 1.5%

What people make with AI here

advice / recommendation61%explanation / answer28%

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)

25.3K

Median pay

£48.5K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

3 / 10

Elasticity

6.5 / 10

2035 outlook

+5%

Exposure · 3/10

Why AI can do the work

The core of veterinary work is physical and interpersonal, requiring manual dexterity for surgery, physical examinations, and the management of unpredictable animals. While AI will significantly enhance diagnostic capabilities through image analysis (X-rays/scans) and automate administrative tasks like record-keeping and insurance communication, the requirement for hands-on clinical intervention and emotional support for owners limits overall exposure.

Elasticity · 6.5/10

Gated by population

Whether demand expands when it gets cheaper

Lower costs unlock significant latent demand for preventative care, elective procedures, and advanced diagnostics that are currently price-prohibitive for many pet owners.

Trajectory to 2035