Further education teacher

26.9K UK workers · typical pay £37,000 · entry route GCSEs grades 4-9 (A*-C). Projected headcount change: +1% to 2035.

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

Thin signal. Only 18% 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.

71%

Augmentation

AI mostly assists

6.5×

Time compression

~4.9h → ~45min

2.65/5

AI autonomy

how hands-off it runs

30%

Automation

of measured usage

How the collaboration splits · the six measured modes

learning 35%task iteration 26.3%directive 23.9%validation 8.5%feedback loop 5.3%unclassified 1%

What people make with AI here

explanation / answer27%educational material18%document / report13%

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)

26.9K

Median pay

£37.0K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

5 / 10

Elasticity

5.5 / 10

2035 outlook

+1%

Exposure · 5/10

Why AI can do the work

Further education teachers face moderate exposure as AI can automate lesson planning, grading, and the creation of digital course materials. However, the role remains heavily reliant on interpersonal skills, classroom management, and the physical presence required to support diverse learners in colleges, prisons, and vocational settings.

Elasticity · 5.5/10

Gated by population

Whether demand expands when it gets cheaper

Cheaper delivery unlocks significant latent demand for lifelong learning and adult reskilling, though total volume is partially constrained by the UK working-age population.

Trajectory to 2035