UK AI Jobs/Managerial/Planning and development surveyor

Mixed signals

Planning and development surveyor

10.8K UK workers · typical pay £41,000 · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: +5% to 2035.

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

46%

Augmentation

AI mostly does the task

8.6×

Time compression

~2.9h → ~20min

2.41/5

AI autonomy

how hands-off it runs

55%

Automation

of measured usage

How the collaboration splits · the six measured modes

directive 48.6%task iteration 27.1%validation 13.6%feedback loop 5.3%learning 4.3%unclassified 1.2%

What people make with AI here

math / calculation36%document / report25%explanation / answer12%

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)

10.8K

Median pay

£41.0K

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

This role involves significant data analysis, market valuation, and document preparation, all of which are highly susceptible to AI-driven automation and enhancement. However, the requirement for site visits, complex multi-stakeholder negotiations, and navigating the nuances of UK planning regulations provides a buffer that necessitates human judgement and physical presence.

Elasticity · 6.5/10

Gated by regulation

Whether demand expands when it gets cheaper

Cheaper planning and development analysis unlocks a massive backlog of marginal land-use projects and feasibility studies that are currently too expensive to commission.

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 10.8K workers (2024) · % change vs baseline

Peak 2027 +8%2035 +5%

Peak headcount

2027

+8% vs 2024

2035 endpoint

+5%

11.3K workers

Time to −10%

–

Never crosses in model

Total wage pool

£0.4B

pay × jobs

Where this role lives

UK employment share by region, SOC-joined to 2454.

South East

11.2K · 21.5%

London

10.5K · 20.1%

North West

8.5K · 16.3%

South West

5.3K · 10.2%

Yorkshire and The Humber

5.2K · 10%

East

4.6K · 8.8%

East Midlands

4.4K · 8.4%

Wales

2.5K · 4.8%

Gender split

Majority-male role (88.5% men).

6.2K women · 12%47.6K men · 89%

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%