UK AI JobsExpected · in use · happened
Grows with AI

Biologist

3.7K UK workers · typical pay £32,000 · entry route Postgraduate degree (Level 7+). Projected growth of +8% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
55%
Augmentation
AI mostly assists
10.4×
Time compression
~6.5h → ~38min
2.79/5
AI autonomy
how hands-off it runs
45%
Automation
of measured usage
How the collaboration splits · the six measured modes
directive 32.3%task iteration 26.3%learning 25.8%feedback loop 12.4%validation 1.9%unclassified 1.2%
What people make with AI here
explanation / answer39%document / report19%advice / recommendation9%

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)
3.7K
Median pay
£32.0K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
6 / 10
Elasticity
7.5 / 10
2035 outlook
+8%
Exposure · 6/10
Why AI can do the work

Biologists face high exposure because a significant portion of their work—data analysis, trial planning, and report writing—is digital and highly susceptible to AI-driven acceleration. However, the requirement for physical laboratory work, field observations, and manual experimentation provides a protective barrier that prevents full automation.

Elasticity · 7.5/10
Whether demand expands when it gets cheaper

Cheaper biological research unlocks a vast latent backlog of drug discovery, environmental monitoring, and synthetic biology projects that are currently cost-prohibitive.

Trajectory to 2035

Headcount grows +8%, a Jevons-pattern curve.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 3.7K workers (2024) · % change vs baseline
Peak 2027 +10%2035 +8%
Peak 20272024202620282030203220342035-7%+0%+12%+8%
Peak headcount
2027
+10% vs 2024
2035 endpoint
+8%
4.0K workers
Time to −10%
Never crosses in model
Total wage pool
£0.1B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 2112.

East
9.1K · 26.5%
South East
7.5K · 21.9%
South West
5.8K · 16.9%
Scotland
4.3K · 12.5%
West Midlands
4.1K · 12%
Yorkshire and The Humber
3.5K · 10.2%
Gender split

Relatively balanced: 49.6% women.

18.1K women · 50%18.4K men · 50%
Career pivots · same category, higher elasticity

Five roles with transferable skills and better demand dynamics.

slug: biologist · dataset 2026.03 · CC-BY-4.0