Customer service assistant

337.1K UK workers · typical pay £25,000 · entry route GCSEs grades 4-9 (A*-C). Projected decline of -10% to 2035.

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

Thin signal. Only 9% 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.

59%

Augmentation

AI mostly assists

3.8×

Time compression

~1.6h → ~26min

2.52/5

AI autonomy

how hands-off it runs

41%

Automation

of measured usage

How the collaboration splits · the six measured modes

task iteration 30.2%learning 25.1%directive 24.1%feedback loop 15.8%unclassified 3.1%validation 1.7%

What people make with AI here

advice / recommendation56%explanation / answer24%plan / strategy2%

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)

337.1K

Median pay

£25.0K

Our scored call · a labelled hypothesis, not a measurement

AI exposure

7 / 10

Elasticity

2.5 / 10

2035 outlook

-10%

Exposure · 7/10

Why AI can do the work

A significant portion of this role involves digital communication (email, webchat, social media) and routine administrative tasks like order tracking and data entry, which are highly susceptible to AI automation. While face-to-face interactions in retail environments provide some protection, the rapid advancement of AI-driven chatbots and automated voice systems is significantly reducing the need for human intervention in standard customer service workflows.

Elasticity · 2.5/10

Gated by saturated

Whether demand expands when it gets cheaper

Demand is driven by the number of customer issues or transactions per customer, which does not increase simply because the cost of resolving them decreases.

Trajectory to 2035