UK AI JobsExpected · in use · happened
UK AI Jobs/Animal Care/Agricultural contractor
Mixed signals

Agricultural contractor

14.3K UK workers · typical pay · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: +3% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
31%
Augmentation
AI mostly does the task
6.2×
Time compression
~2.3h → ~22min
2.58/5
AI autonomy
how hands-off it runs
69%
Automation
of measured usage
How the collaboration splits · the six measured modes
directive 52%task iteration 18.2%feedback loop 14.2%learning 9.7%validation 3%unclassified 3%
What people make with AI here
advice / recommendation17%explanation / answer13%analysis / summary12%

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)
14.3K
Median pay
Our scored call · a labelled hypothesis, not a measurement
AI exposure
2 / 10
Elasticity
4.5 / 10
2035 outlook
+3%
Exposure · 2/10
Why AI can do the work

The core of this role involves physically demanding tasks in unpredictable outdoor environments, such as animal husbandry, machinery repair, and fence maintenance, which are difficult to automate. While AI and precision agriculture can optimize crop spraying and harvesting schedules, the requirement for manual dexterity and physical presence in the UK's varied terrain provides a strong barrier to AI replacement.

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

While cheaper services might unlock more frequent maintenance and precision land management, the total output is fundamentally capped by the fixed acreage of UK farmland.

Trajectory to 2035

Headcount drifts +3% across 12 years.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 14.3K workers (2024) · % change vs baseline
Peak 2035 +3%2035 +3%
Peak 20352024202620282030203220342035-6%+0%+6%+3%
Peak headcount
2035
+3% vs 2024
2035 endpoint
+3%
14.8K workers
Time to −10%
Never crosses in model
Total wage pool
pay not published
Where this role lives

UK employment share by region, SOC-joined to 1211.

South East
6.3K · 41.4%
East
5.7K · 37.5%
Scotland
3.2K · 21.1%
Gender split

Majority-male role (80.6% men).

5.6K women · 19%23.2K men · 81%
slug: agricultural-contractor · dataset 2026.03 · CC-BY-4.0