Local government revenues officer

37.7K UK workers · typical pay £33,500 · entry route GCSEs grades 4-9 (A*-C). Projected decline of -12% to 2035.

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

Thin signal. Only 22% of the Claude usage mapped to this job is actual work. The rest is personal or study use of the same skills. Read the figures below as indicative, not precise.

59%

Augmentation

AI mostly assists

3.3×

Time compression

~1.6h → ~30min

2.29/5

AI autonomy

how hands-off it runs

41%

Automation

of measured usage

How the collaboration splits · the six measured modes

learning 44.5%directive 20.2%feedback loop 20.2%task iteration 11.2%validation 2.9%unclassified 0.9%

What people make with AI here

explanation / answer47%advice / recommendation18%document / report8%

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)

37.7K

Median pay

£33.5K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

7 / 10

Elasticity

2 / 10

2035 outlook

-12%

Exposure · 7/10

Why AI can do the work

The role involves routine digital tasks such as calculating rates, processing exemptions, and identifying fraud, which are highly susceptible to AI automation. While public sector governance and the need for sensitive human communication regarding debt provide some protection, the core administrative and data-processing functions are increasingly being handled by automated systems and AI-driven workflows.

Elasticity · 2/10

Gated by regulation

Whether demand expands when it gets cheaper

The volume of work is strictly tied to the number of taxable properties and businesses within a local authority's jurisdiction, which does not increase if processing costs fall.

Trajectory to 2035