UK AI JobsExpected · in use · happened
UK AI Jobs/Manufacturing/Materials engineer
Grows with AI

Materials engineer

9.3K UK workers · typical pay £39,500 · entry route Postgraduate degree (Level 7+). Projected growth of +10% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
57%
Augmentation
AI mostly assists
8.6×
Time compression
~7.3h → ~51min
2.8/5
AI autonomy
how hands-off it runs
43%
Automation
of measured usage
How the collaboration splits · the six measured modes
task iteration 36.3%directive 24.3%feedback loop 16.8%learning 14.9%validation 5.2%unclassified 2.4%
What people make with AI here
document / report28%explanation / answer14%analysis / summary8%

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)
9.3K
Median pay
£39.5K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
6 / 10
Elasticity
8 / 10
2035 outlook
+10%
Exposure · 6/10
Why AI can do the work

Materials engineering is heavily reliant on data analysis, computer modelling, and chemical simulations, all of which are being rapidly enhanced by AI-driven discovery and predictive analytics. However, the role remains grounded in the physical world through laboratory testing, prototype development, and manufacturing plant supervision, which provides a buffer against full automation.

Elasticity · 8/10
Whether demand expands when it gets cheaper

Cheaper materials discovery and testing unlocks a massive backlog of R&D projects for lighter, more sustainable, and higher-performance components across all manufacturing sectors.

Trajectory to 2035

Headcount grows +10%, a Jevons-pattern curve.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 9.3K workers (2024) · % change vs baseline
Peak 2027 +11%2035 +10%
Peak 20272024202620282030203220342035-7%+0%+13%+10%
Peak headcount
2027
+11% vs 2024
2035 endpoint
+10%
10.3K workers
Time to −10%
Never crosses in model
Total wage pool
£0.4B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 2129.

South East
17.4K · 16.1%
North West
15.7K · 14.5%
West Midlands
12.5K · 11.5%
Yorkshire and The Humber
10.7K · 9.9%
South West
10.1K · 9.3%
East Midlands
9.9K · 9.1%
Scotland
8.9K · 8.2%
London
8.7K · 8%
Gender split

Majority-male role (80.2% men).

18.5K women · 20%75.0K men · 80%
slug: materials-engineer · dataset 2026.03 · CC-BY-4.0