UK AI JobsExpected · in use · happened
Mixed signals

Learning mentor

58.5K UK workers · typical pay £20,250 · 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 29% 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
5.4×
Time compression
~4.5h → ~50min
2.79/5
AI autonomy
how hands-off it runs
37%
Automation
of measured usage
How the collaboration splits · the six measured modes
task iteration 39.3%directive 28%learning 17.3%feedback loop 8.8%validation 5%unclassified 1.6%
What people make with AI here
educational material36%plan / strategy12%document / report12%

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)
58.5K
Median pay
£20.3K
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

While AI can assist with creating action plans, monitoring progress, and drafting reports, the core of the role involves high-stakes interpersonal work, emotional support, and physical presence in schools or homes. The UK education sector's focus on safeguarding and the need for human-to-human trust when dealing with vulnerable students provides a significant barrier to AI replacement.

Elasticity · 6.5/10
Gated by population
Whether demand expands when it gets cheaper

Cheaper mentoring would shift the model from 'crisis intervention for the few' to 'preventative coaching for every student', unlocking massive latent demand for personalized support.

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 58.5K workers (2024) · % change vs baseline
Peak 2027 +6%2035 +3%
Peak 20272024202620282030203220342035-6%+0%+7%+3%
Peak headcount
2027
+6% vs 2024
2035 endpoint
+3%
60.4K workers
Time to −10%
Never crosses in model
Total wage pool
£1.2B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 3231.

North West
8.8K · 14.4%
East Midlands
7.7K · 12.6%
London
7.7K · 12.6%
East
6.9K · 11.3%
South East
6.7K · 11%
Yorkshire and The Humber
6.0K · 9.8%
South West
5.9K · 9.7%
West Midlands
5.5K · 9%
Gender split

Majority-female role (100.0% women).

57.5K women · 100%0 men · 0%
Career pivots · same category, higher elasticity

Five roles with transferable skills and better demand dynamics.

slug: learning-mentor · dataset 2026.03 · CC-BY-4.0