Mixed signals

Dentist

26.9K UK workers · typical pay £82,500 · entry route Postgraduate degree (Level 7+). Projected headcount change: +3% to 2035.

Post to X LinkedIn

jsonrole csvall 738

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.

58%

Augmentation

AI mostly assists

2×

Time compression

~1.6h → ~49min

2.48/5

AI autonomy

how hands-off it runs

42%

Automation

of measured usage

How the collaboration splits · the six measured modes

learning 47.3%feedback loop 25.1%directive 15.3%validation 4.8%task iteration 4.5%unclassified 3%

What people make with AI here

advice / recommendation56%explanation / answer31%document / report3%

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)

26.9K

Median pay

£82.5K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

3 / 10

Elasticity

5.5 / 10

2035 outlook

+3%

Exposure · 3/10

Why AI can do the work

Dentistry is primarily a physical, hands-on profession requiring high levels of manual dexterity and real-time human interaction in a clinical setting. While AI will enhance diagnostic accuracy through X-ray analysis and assist with administrative tasks, the core surgical and restorative procedures cannot be automated by digital tools in the foreseeable future.

Elasticity · 5.5/10

Gated by population

Whether demand expands when it gets cheaper

Cheaper costs unlock significant latent demand for elective cosmetic dentistry and preventative care, though the patient base remains capped by the UK population.

Trajectory to 2035