Mixed signals

Plastic surgeon

18.8K UK workers · typical pay £92,000 · entry route Bachelor's degree (Level 6). Projected growth of +9% to 2035.

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

Thin signal. Only 21% 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.

54%

Augmentation

AI mostly assists

4.7×

Time compression

~2.5h → ~31min

2.64/5

AI autonomy

how hands-off it runs

46%

Automation

of measured usage

How the collaboration splits · the six measured modes

learning 39.9%directive 26.7%feedback loop 18%task iteration 10.7%validation 2.9%unclassified 1.8%

What people make with AI here

explanation / answer40%advice / recommendation27%document / report11%

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)

18.8K

Median pay

£92.0K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

3 / 10

Elasticity

8.5 / 10

2035 outlook

+9%

Exposure · 3/10

Why AI can do the work

Plastic surgery is a highly manual and physically present occupation requiring intricate dexterity and real-time human interaction in a clinical setting. While AI will enhance preoperative planning, imaging analysis, and administrative tasks, the core surgical procedures and patient-facing consultations remain protected by physical complexity and strict UK medical regulations.

Elasticity · 8.5/10

Whether demand expands when it gets cheaper

Massive latent demand for elective cosmetic procedures and reconstructive quality-of-life improvements is currently suppressed by high costs and limited surgical throughput.

Trajectory to 2035

Headcount grows +9%, a Jevons-pattern curve.

Adoption scenario

×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035

Baseline 18.8K workers (2024) · % change vs baseline

Peak 2035 +9%2035 +9%

Peak headcount

2035

+9% vs 2024

2035 endpoint

+9%

20.6K workers

Time to −10%

–

Never crosses in model

Total wage pool

£1.7B

pay × jobs

Where this role lives

UK employment share by region, SOC-joined to 2212.

London

28.5K · 18.7%

North West

22.0K · 14.4%

South East

16.3K · 10.7%

Yorkshire and The Humber

15.3K · 10%

East

13.8K · 9.1%

East Midlands

10.7K · 7%

West Midlands

10.7K · 7%

South West

10.6K · 7%

Gender split

Relatively balanced: 49.5% women.

65.2K women · 50%66.6K men · 51%