UK AI JobsExpected · in use · happened
UK AI Jobs/Government Services/Civil Service manager
Shrinks with AI

Civil Service manager

164.0K UK workers · typical pay £52,500 · entry route Bachelor's degree (Level 6). Projected decline of -6% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
53%
Augmentation
AI mostly assists
10.2×
Time compression
~8.3h → ~49min
2.92/5
AI autonomy
how hands-off it runs
47%
Automation
of measured usage
How the collaboration splits · the six measured modes
task iteration 42.1%directive 34.9%feedback loop 11.6%learning 6.6%validation 3%unclassified 1.8%
What people make with AI here
document / report22%plan / strategy17%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)
164.0K
Median pay
£52.5K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
7 / 10
Elasticity
3.5 / 10
2035 outlook
-6%
Exposure · 7/10
Why AI can do the work

The role is predominantly digital and knowledge-based, involving tasks like drafting briefings, policy development, and resource planning which are highly susceptible to AI augmentation. While UK public sector governance and the need for human accountability in ministerial relations provide a buffer, the core administrative and analytical functions are within the high-exposure digital domain.

Elasticity · 3.5/10
Gated by regulation
Whether demand expands when it gets cheaper

Output is gated by the fixed size of the UK public sector and ministerial bandwidth, meaning cheaper management leads to headcount reduction rather than a 10x expansion of policy output.

Trajectory to 2035

Headcount contracts -9%, an Anti-Jevons curve.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 164.0K workers (2024) · % change vs baseline
Peak 2027 +3%2035 -9%
-9%2024202620282030203220342035-10%+0%+7%-9%
Peak headcount
2027
+3% vs 2024
2035 endpoint
-9%
149.7K workers
Time to −10%
Never crosses in model
Total wage pool
£8.6B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 1111.

London
53.7K · 29.5%
South East
35.3K · 19.4%
East
16.4K · 9%
East Midlands
14.4K · 7.9%
South West
12.2K · 6.7%
North West
11.9K · 6.5%
Scotland
10.9K · 6%
West Midlands
9.6K · 5.3%
Gender split

Majority-male role (74.3% men).

42.1K women · 26%121.9K men · 74%
slug: civil-service-manager · dataset 2026.03 · CC-BY-4.0