Money adviser

31.6K UK workers · typical pay £28,000 · entry route GCSEs grades 4-9 (A*-C). Projected growth of +8% to 2035.

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

46%

Augmentation

AI mostly does the task

5.6×

Time compression

~5.3h → ~57min

2.71/5

AI autonomy

how hands-off it runs

54%

Automation

of measured usage

How the collaboration splits · the six measured modes

task iteration 33.1%directive 26.5%feedback loop 26.2%learning 10%validation 2.4%unclassified 1.8%

What people make with AI here

document / report23%advice / recommendation16%recipe / meal plan14%

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)

31.6K

Median pay

£28.0K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

6 / 10

Elasticity

7.5 / 10

2035 outlook

+8%

Exposure · 6/10

Why AI can do the work

Money advice involves significant data analysis, budgeting, and regulatory compliance, all of which are highly susceptible to AI automation. While the role requires high levels of empathy and interpersonal sensitivity for emotionally demanding situations, the core technical tasks of income/expenditure analysis and identifying financial options are increasingly being handled by sophisticated AI-driven financial tools.

Elasticity · 7.5/10

Whether demand expands when it gets cheaper

Massive latent demand for debt advice and financial planning exists among low-to-middle income households that is currently unmet due to the high cost of human-led casework.

Trajectory to 2035