UK AI JobsExpected · in use · happened
Grows with AI

Estimator

7.6K UK workers · typical pay £31,000 · entry route Bachelor's degree (Level 6). Projected growth of +6% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
48%
Augmentation
AI mostly does the task
7.2×
Time compression
~4.8h → ~40min
2.67/5
AI autonomy
how hands-off it runs
52%
Automation
of measured usage
How the collaboration splits · the six measured modes
task iteration 33.6%directive 31.2%feedback loop 20.1%learning 11%validation 3.1%unclassified 1%
What people make with AI here
document / report25%advice / recommendation24%analysis / summary10%

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)
7.6K
Median pay
£31.0K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
7 / 10
Elasticity
6.5 / 10
2035 outlook
+6%
Exposure · 7/10
Why AI can do the work

Estimating is a data-heavy role focused on researching costs, analyzing risks, and preparing digital summaries, all of which are highly susceptible to AI-driven automation and predictive modeling. While site visits and physical inspections provide a slight buffer, the core tasks of calculating timescales and material costs are increasingly handled by sophisticated software and AI tools.

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

Lowering the cost of detailed cost-estimation allows firms to bid on significantly more projects and perform more frequent 'what-if' scenario modeling for complex developments.

Trajectory to 2035

Headcount grows +6%, a Jevons-pattern curve.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 7.6K workers (2024) · % change vs baseline
Peak 2027 +10%2035 +6%
Peak 20272024202620282030203220342035-7%+0%+12%+6%
Peak headcount
2027
+10% vs 2024
2035 endpoint
+6%
8.0K workers
Time to −10%
Never crosses in model
Total wage pool
£0.2B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 3541.

West Midlands
9.9K · 18.6%
South East
9.0K · 16.9%
North West
8.0K · 15%
South West
7.3K · 13.7%
East
6.6K · 12.4%
Yorkshire and The Humber
5.3K · 10%
Scotland
4.4K · 8.3%
Wales
2.7K · 5.1%
Gender split

Majority-male role (63.6% men).

19.3K women · 36%33.7K men · 64%
Career pivots · same category, higher elasticity

Five roles with transferable skills and better demand dynamics.

slug: estimator · dataset 2026.03 · CC-BY-4.0