UK AI JobsExpected · in use · happened
Mixed signals

CNC machinist

36.3K UK workers · typical pay £33,500 · entry route Entry Level / GCSEs grades 1-3. Projected growth of +5% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
49%
Augmentation
AI mostly does the task
5.9×
Time compression
~3.5h → ~35min
2.71/5
AI autonomy
how hands-off it runs
51%
Automation
of measured usage
How the collaboration splits · the six measured modes
task iteration 34.6%directive 33.4%feedback loop 16.3%learning 10.5%validation 3.5%unclassified 1.6%
What people make with AI here
script / snippet17%config / infra13%explanation / answer12%

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)
36.3K
Median pay
£33.5K
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

While AI can significantly assist with G-code programming and optimizing machining sequences, the role remains fundamentally physical, requiring on-site presence in factories to set up tools, maintain hardware, and inspect physical parts. The UK's reliance on skilled vocational trades and the need for manual troubleshooting in a workshop environment provide a strong buffer against full automation.

Elasticity · 6.5/10
Whether demand expands when it gets cheaper

Cheaper machining unlocks a massive backlog of custom prototyping and small-batch manufacturing that is currently cost-prohibitive, though physical material costs and factory space provide a ceiling.

Trajectory to 2035

Headcount grows +5%, a Jevons-pattern curve.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 36.3K workers (2024) · % change vs baseline
Peak 2035 +5%2035 +5%
Peak 20352024202620282030203220342035-6%+0%+6%+5%
Peak headcount
2035
+5% vs 2024
2035 endpoint
+5%
38.1K workers
Time to −10%
Never crosses in model
Total wage pool
£1.2B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 5221.

West Midlands
11.0K · 53.7%
East Midlands
6.0K · 29.3%
Wales
3.5K · 17.1%
Gender split

Majority-male role (100.0% men).

0 women · 0%34.9K men · 100%
slug: cnc-machinist · dataset 2026.03 · CC-BY-4.0