UK AI JobsExpected · in use · happened
UK AI Jobs/Administration/Quality control officer
Could go either way

Quality control officer

11.9K UK workers · typical pay £30,500 · entry route Bachelor's degree (Level 6). Projected headcount change: -1% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
51%
Augmentation
AI mostly assists
8.1×
Time compression
~6h → ~45min
2.84/5
AI autonomy
how hands-off it runs
49%
Automation
of measured usage
How the collaboration splits · the six measured modes
directive 31.6%task iteration 30.1%learning 16.7%feedback loop 16.2%validation 3.8%unclassified 1.7%
What people make with AI here
document / report22%explanation / answer18%script / snippet8%

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)
11.9K
Median pay
£30.5K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
5 / 10
Elasticity
4.5 / 10
2035 outlook
-1%
Exposure · 5/10
Why AI can do the work

Quality control involves a mix of physical inspection in factories or labs and digital data analysis, which creates a buffer against full automation. While AI and computer vision are rapidly automating the 'inspection and testing' tasks, the role still requires physical presence to identify process gaps and human communication to manage compliance and policy updates within UK regulatory frameworks.

Elasticity · 4.5/10
Gated by saturated
Whether demand expands when it gets cheaper

While cheaper QC allows for more frequent testing and higher precision, the total volume is ultimately gated by the physical output of UK manufacturing and the number of regulated batches produced.

Trajectory to 2035

Headcount drifts -1% across 12 years.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 11.9K workers (2024) · % change vs baseline
Peak 2027 +4%2035 -1%
Peak 20272024202620282030203220342035-6%+0%+6%-1%
Peak headcount
2027
+4% vs 2024
2035 endpoint
-1%
11.7K 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 3115.

Wales
4.2K · 37.8%
South East
3.8K · 34.2%
North East
3.1K · 27.9%
Gender split

Majority-male role (63.4% men).

8.7K women · 37%15.1K men · 63%
Career pivots · same category, higher elasticity

Five roles with transferable skills and better demand dynamics.

slug: quality-control-assistant · dataset 2026.03 · CC-BY-4.0