UK AI JobsExpected · in use · happened
Mixed signals

Counsellor

49.8K UK workers · typical pay £36,000 · entry route A-levels or equivalent (Level 3). Projected growth of +6% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
Thin signal. Only 20% 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
3.5×
Time compression
~4.7h → ~80min
2.83/5
AI autonomy
how hands-off it runs
41%
Automation
of measured usage
How the collaboration splits · the six measured modes
task iteration 25.3%learning 23.5%feedback loop 21.5%directive 16.1%unclassified 8.6%validation 5.1%
What people make with AI here
advice / recommendation30%document / report17%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)
49.8K
Median pay
£36.0K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
4 / 10
Elasticity
7.5 / 10
2035 outlook
+6%
Exposure · 4/10
Why AI can do the work

While AI chatbots are increasingly used for low-level mental health support and triage, the core of professional counselling relies on complex human empathy, trust-building, and non-verbal cues. The high level of regulation in the UK (BACP/UKCP) and the emotional sensitivity of the work provide a significant barrier to AI replacement, though digital tools will increasingly assist with record-keeping and session analysis.

Elasticity · 7.5/10
Gated by population
Whether demand expands when it gets cheaper

Massive latent demand for mental health support is currently suppressed by high hourly rates and long NHS waitlists, meaning lower costs would unlock significant volume in preventative and maintenance-based therapy.

Trajectory to 2035

Headcount grows +6%, a Jevons-pattern curve.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 49.8K workers (2024) · % change vs baseline
Peak 2027 +7%2035 +6%
Peak 20272024202620282030203220342035-6%+0%+8%+6%
Peak headcount
2027
+7% vs 2024
2035 endpoint
+6%
52.5K workers
Time to −10%
Never crosses in model
Total wage pool
£1.8B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 3224.

South East
10.1K · 20.1%
West Midlands
9.0K · 17.9%
London
7.8K · 15.5%
Yorkshire and The Humber
6.8K · 13.5%
South West
5.0K · 10%
North West
4.7K · 9.4%
Scotland
4.4K · 8.8%
Wales
2.4K · 4.8%
Gender split

Majority-female role (84.3% women).

42.0K women · 84%7.8K men · 16%
slug: counsellor · dataset 2026.03 · CC-BY-4.0