Child protection officer

58.0K UK workers · typical pay £32,500 · 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 11% 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.

53%

Augmentation

AI mostly assists

2.9×

Time compression

~4.6h → ~96min

2.87/5

AI autonomy

how hands-off it runs

48%

Automation

of measured usage

How the collaboration splits · the six measured modes

learning 28.7%feedback loop 27.6%task iteration 16%directive 15.9%unclassified 8.6%validation 3.1%

What people make with AI here

advice / recommendation32%explanation / answer16%document / report15%

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)

58.0K

Median pay

£32.5K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

4 / 10

Elasticity

3.5 / 10

2035 outlook

-3%

Exposure · 4/10

Why AI can do the work

While AI can significantly assist with administrative tasks like report writing, case documentation, and data analysis for risk assessments, the core of the role requires high-stakes human judgment and physical presence. The necessity for emotional intelligence, active listening in sensitive environments, and giving evidence in court provides a strong barrier against AI replacement.

Elasticity · 3.5/10

Gated by population

Whether demand expands when it gets cheaper

Demand is driven by the number of children at risk and statutory caseloads rather than the cost of processing a case.

Trajectory to 2035