Mixed signals

Community matron

38.3K UK workers · typical pay £55,500 · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: +3% to 2035.

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

Thin signal. Only 5% 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.

63%

Augmentation

AI mostly assists

3×

Time compression

~2.6h → ~51min

2.6/5

AI autonomy

how hands-off it runs

37%

Automation

of measured usage

How the collaboration splits · the six measured modes

learning 51.4%feedback loop 21.6%directive 15.1%task iteration 7.3%validation 3.2%unclassified 1.3%

What people make with AI here

advice / recommendation47%explanation / answer33%document / report5%

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)

38.3K

Median pay

£55.5K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

4 / 10

Elasticity

6.5 / 10

2035 outlook

+3%

Exposure · 4/10

Why AI can do the work

Community matrons perform highly physical and interpersonal work, including physical examinations and home visits, which are resistant to AI automation. While AI will significantly assist with patient monitoring, record-keeping, and diagnostic support, the core requirement for human presence and complex clinical judgement in unpredictable home environments keeps exposure moderate.

Elasticity · 6.5/10

Gated by population

Whether demand expands when it gets cheaper

Lower costs would shift the model from reactive crisis management to intensive, continuous preventative care for a larger portion of the aging population with chronic conditions.

Trajectory to 2035

Headcount drifts +3% across 12 years.

Adoption scenario

×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035

Baseline 38.3K workers (2024) · % change vs baseline

Peak 2027 +6%2035 +3%

Peak headcount

2027

+6% vs 2024

2035 endpoint

+3%

39.5K workers

Time to −10%

–

Never crosses in model

Total wage pool

£2.1B

pay × jobs

Where this role lives

UK employment share by region, SOC-joined to 2234.

London

12.3K · 14.2%

East Midlands

10.3K · 11.9%

South East

10.3K · 11.9%

Yorkshire and The Humber

9.3K · 10.7%

North West

9.2K · 10.6%

East

9.2K · 10.6%

South West

7.9K · 9.1%

Scotland

6.2K · 7.2%

Gender split

Majority-female role (92.7% women).

70.9K women · 93%5.6K men · 7%

Career pivots · same category, higher elasticity

Five roles with transferable skills and better demand dynamics.

Elasticity 8.5/10 · AI 3/10

Plastic surgeon

£92,000+9%

Elasticity 7.5/10 · AI 5/10

Nutritionist

£39,000+7%