UK AI JobsExpected · in use · happened
Mixed signals

Cycling coach

11.5K UK workers · typical pay £28,000 · entry route Bachelor's degree (Level 6). 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
£28.0K
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

The core of the role requires physical presence, real-time human interaction, and hands-on instruction in outdoor or track environments. While AI can significantly enhance performance data analysis and training programme design for elite athletes, the essential tasks of safety supervision, technique correction, and motivational leadership remain human-centric.

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

Massive latent demand for personalized fitness and performance coaching exists but is currently priced as a luxury; 10x cheaper coaching would shift it from elite-only to a mass-market lifestyle service.

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: cycling-coach · dataset 2026.03 · CC-BY-4.0