UK AI JobsExpected · in use · happened
Mixed signals

Warehouse worker

304.7K UK workers · typical pay £24,500 · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: +1% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
31%
Augmentation
AI mostly does the task
5.1×
Time compression
~0.8h → ~10min
2.33/5
AI autonomy
how hands-off it runs
69%
Automation
of measured usage
How the collaboration splits · the six measured modes
directive 44.5%unclassified 22.4%learning 15.2%task iteration 11.1%feedback loop 4.7%validation 2%
What people make with AI here
explanation / answer32%advice / recommendation9%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)
304.7K
Median pay
£24.5K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
3 / 10
Elasticity
4.5 / 10
2035 outlook
+1%
Exposure · 3/10
Why AI can do the work

The core tasks are physically demanding and require manual dexterity, such as moving goods, packing, and cleaning, which are difficult for AI to replicate without expensive robotics. While AI and automation are increasingly used for inventory management and route optimization in UK logistics, the need for human workers to handle irregular items and navigate physical spaces remains high.

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

While cheaper logistics can marginally increase e-commerce volume, the total throughput is ultimately capped by the physical consumption limits of the UK population and the existing stock of warehouse floor space.

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 304.7K workers (2024) · % change vs baseline
Peak 2027 +3%2035 +1%
2024202620282030203220342035-6%+0%+6%+1%
Peak headcount
2027
+3% vs 2024
2035 endpoint
+1%
307.7K workers
Time to −10%
Never crosses in model
Total wage pool
£7.5B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 9252.

East Midlands
55.2K · 15.7%
Yorkshire and The Humber
48.2K · 13.7%
West Midlands
44.4K · 12.6%
North West
44.1K · 12.5%
East
35.3K · 10%
South East
26.9K · 7.7%
South West
26.6K · 7.6%
Scotland
26.6K · 7.6%
Gender split

Majority-male role (75.8% men).

73.7K women · 24%231.1K men · 76%
slug: warehouse-worker · dataset 2026.03 · CC-BY-4.0