Mixed signals

Quantity surveyor

45.6K UK workers · typical pay £48,000 · entry route Postgraduate degree (Level 7+). Projected headcount change: +5% to 2035.

Post to X LinkedIn

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

50%

Augmentation

AI mostly does the task

10.2×

Time compression

~5.5h → ~32min

2.86/5

AI autonomy

how hands-off it runs

50%

Automation

of measured usage

How the collaboration splits · the six measured modes

task iteration 37.3%directive 35.5%feedback loop 14%validation 6.7%learning 5%unclassified 1.5%

What people make with AI here

data / spreadsheet23%advice / recommendation20%document / report20%

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)

45.6K

Median pay

£48.0K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

6 / 10

Elasticity

6.5 / 10

2035 outlook

+5%

Exposure · 6/10

Why AI can do the work

Quantity surveying involves significant data-heavy tasks like cost estimation, tendering, and financial reporting which are highly susceptible to AI automation and advanced BIM integration. However, the role remains protected by the need for physical site inspections, complex contract negotiations, and professional accountability within the UK's regulated construction and legal frameworks.

Elasticity · 6.5/10

Gated by regulation

Whether demand expands when it gets cheaper

Cheaper cost estimation and procurement allow for more frequent project iterations and feasibility studies, though total volume is ultimately constrained by the UK planning system and land availability.

Trajectory to 2035

Headcount drifts +5% across 12 years.

Adoption scenario

×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035

Baseline 45.6K workers (2024) · % change vs baseline

Peak 2027 +8%2035 +5%

Peak headcount

2027

+8% vs 2024

2035 endpoint

+5%

47.9K workers

Time to −10%

–

Never crosses in model

Total wage pool

£2.2B

pay × jobs

Where this role lives

UK employment share by region, SOC-joined to 2453.

West Midlands

7.8K · 20.8%

South East

7.1K · 18.9%

London

6.7K · 17.9%

North West

5.8K · 15.5%

South West

5.3K · 14.1%

Scotland

4.8K · 12.8%

Gender split

Majority-male role (86.9% men).

6.0K women · 13%39.7K men · 87%

Career pivots · same category, higher elasticity

Five roles with transferable skills and better demand dynamics.

Elasticity 8.5/10 · AI 8/10

Advertising media planner

£34,000+15%

Elasticity 7/10 · AI 7/10

Management consultant

£43,500+8%