UK AI JobsExpected · in use · happened
Mixed signals

Sports coach

11.5K UK workers · typical pay £23,500 · entry route GCSEs grades 4-9 (A*-C). Projected growth of +9% 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.
54%
Augmentation
AI mostly assists
3.6×
Time compression
~3.3h → ~55min
2.61/5
AI autonomy
how hands-off it runs
46%
Automation
of measured usage
How the collaboration splits · the six measured modes
feedback loop 23.9%task iteration 23.5%directive 21.1%validation 17.1%learning 13%unclassified 1.4%
What people make with AI here
analysis / summary19%advice / recommendation15%plan / strategy12%

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)
11.5K
Median pay
£23.5K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
3 / 10
Elasticity
8.5 / 10
2035 outlook
+9%
Exposure · 3/10
Why AI can do the work

Sports coaching is fundamentally a physical and interpersonal role requiring real-time presence on sports fields or in fitness centres. While AI can assist with peripheral tasks like performance data analysis, nutrition planning, and session scheduling, it cannot replace the hands-on instruction, physical safety monitoring, and motivational human connection central to the job.

Elasticity · 8.5/10
Whether demand expands when it gets cheaper

Lower costs unlock massive latent demand for personalized coaching, moving it from a luxury for elite athletes to a mass-market daily service for the general population.

Trajectory to 2035

Headcount grows +9%, a Jevons-pattern curve.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 11.5K workers (2024) · % change vs baseline
Peak 2035 +9%2035 +9%
Peak 20352024202620282030203220342035-7%+0%+11%+9%
Peak headcount
2035
+9% vs 2024
2035 endpoint
+9%
12.5K workers
Time to −10%
Never crosses in model
Total wage pool
£0.3B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 3432.

London
15.6K · 13%
North West
15.4K · 12.8%
South West
15.2K · 12.6%
South East
14.2K · 11.8%
West Midlands
13.0K · 10.8%
East Midlands
10.1K · 8.4%
East
9.2K · 7.7%
Yorkshire and The Humber
7.3K · 6.1%
Gender split

Majority-male role (61.1% men).

40.3K women · 39%63.2K men · 61%
slug: sports-coach · dataset 2026.03 · CC-BY-4.0