UK AI JobsExpected · in use · happened
UK AI Jobs/Computing & Digital/Software developer
Grows with AI

Software developer

94.4K UK workers · typical pay £52,500 · entry route Entry Level / GCSEs grades 1-3. Projected growth of +20% to 2035.

How AI is actually used here · measured · Anthropic Economic Index
43%
Augmentation
AI mostly does the task
10.4×
Time compression
~8h → ~46min
3.02/5
AI autonomy
how hands-off it runs
57%
Automation
of measured usage
How the collaboration splits · the six measured modes
task iteration 38.1%directive 29.8%feedback loop 26.6%learning 3.7%validation 1%unclassified 0.8%
What people make with AI here
app / website27%code fix / debug20%document / report9%

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)
94.4K
Median pay
£52.5K
Our scored call · a labelled hypothesis, not a measurement
AI exposure
9 / 10
Elasticity
9 / 10
2035 outlook
+20%
Exposure · 9/10
Why AI can do the work

Software development is a purely digital occupation where core tasks like writing, testing, and documenting code are being rapidly transformed by Large Language Models and AI coding assistants. While high-level system architecture and complex problem-solving still require human oversight, the massive productivity gains from AI mean fewer developers may be needed for routine tasks, and the barrier to entry is shifting significantly.

Elasticity · 9/10
Whether demand expands when it gets cheaper

Lowering the cost of code unlocks a massive latent backlog of features, internal tools, and digital transformation projects that were previously ROI-negative.

Trajectory to 2035

Headcount grows +20%, a Jevons-pattern curve.

Adoption scenario
×1.00 · Consensus

Change the scenario in the nav to reshape this curve.

Headcount projection · 2024 → 2035
Baseline 94.4K workers (2024) · % change vs baseline
Peak 2027 +20%2035 +20%
Peak 20272024202620282030203220342035-8%+0%+23%+20%
Peak headcount
2027
+20% vs 2024
2035 endpoint
+20%
113.1K workers
Time to −10%
Never crosses in model
Total wage pool
£5.0B
pay × jobs
Where this role lives

UK employment share by region, SOC-joined to 2134.

London
114.0K · 21.3%
South East
77.3K · 14.5%
East
57.7K · 10.8%
North West
56.9K · 10.7%
South West
44.1K · 8.3%
Yorkshire and The Humber
41.1K · 7.7%
West Midlands
35.2K · 6.6%
Scotland
34.4K · 6.4%
Gender split

Majority-male role (82.1% men).

84.5K women · 18%387.4K men · 82%
Career pivots · same category, higher elasticity

Five roles with transferable skills and better demand dynamics.

slug: software-developer · dataset 2026.03 · CC-BY-4.0