Food factory worker

95.5K UK workers · typical pay £24,500 · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: -3% to 2035.

How AI is actually used here · measured · Anthropic Economic Index

Thin signal. Only 29% of the Claude usage mapped to this job is actual work. The rest is personal or study use of the same skills. Read the figures below as indicative, not precise.

35%

Augmentation

AI mostly does the task

3.9×

Time compression

~1.5h → ~22min

2.59/5

AI autonomy

how hands-off it runs

65%

Automation

of measured usage

How the collaboration splits · the six measured modes

directive 38.9%feedback loop 25.2%task iteration 23.9%validation 7.3%learning 3.5%unclassified 1.3%

What people make with AI here

advice / recommendation16%recipe / meal plan15%explanation / answer14%

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)

95.5K

Median pay

£24.5K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

3 / 10

Elasticity

2.5 / 10

2035 outlook

-3%

Exposure · 3/10

Why AI can do the work

While food production involves significant physical labor and manual dexterity in unpredictable environments, it is susceptible to traditional industrial automation and computer vision for quality control. However, the high cost of specialized robotics and current UK labor shortages in the manufacturing sector provide a buffer against rapid AI-driven displacement.

Elasticity · 2.5/10

Gated by population

Whether demand expands when it gets cheaper

Output is strictly capped by the caloric intake and population size of the UK, as cheaper production does not significantly increase the total volume of food consumed.

Trajectory to 2035