Resources for journalists, creators, partners, and publishers covering the WeCovr UK Job Market Visualiser. This page collects screenshots, source notes, summary copy, and ready-to-use findings from the dataset.
Summary Copy
The WeCovr UK Job Market Visualiser is an interactive tool that maps more than 400 UK occupations using National Careers Service and ONS-linked labour-market data. It allows users to compare digital AI exposure, automation potential, relative income vulnerability, relative health risk, median pay, education route, and growth outlook across roles.
We built it because while AI and automation dominate the conversation, sudden illness, injury, treatment delays, and interrupted earnings can also create significant financial pressure for households. The tool connects labour-market data to practical protection planning.
Quote
“We built this tool because most people only hear the AI headline. In reality, the bigger question is how technology, illness, and interrupted earnings combine to shape financial resilience across UK careers.”
WeCovr team
Screenshots & Assets
Use the live tool, the full-screen map, or the WeCovr logo asset below when preparing coverage.
Data Notes
Source data is linked to the National Careers Service and ONS-aligned occupation information. WeCovr layers comparative scoring on top of this for AI exposure, automation potential, relative income vulnerability, and relative health risk.
These scores are intended as directional, comparative indicators across jobs rather than a deterministic prediction for any individual worker.
Key Findings
Highest AI exposure among larger UK occupations
Credit Controllers scores 8/10 on our relative scale and has median pay of £29,853.
Book-Keepers, Payroll Managers And Wages Clerks scores 8/10 on our relative scale and has median pay of £32,287.
Bank And Post Office Clerks scores 8/10 on our relative scale and has median pay of £30,893.
Records Clerks And Assistants scores 8/10 on our relative scale and has median pay of £29,016.
Pensions And Insurance Clerks And Assistants scores 8/10 on our relative scale and has median pay of £29,895.
Highest automation potential among larger UK occupations
Database Administrators And Web Content Technicians scores 8/10 on our relative scale and has median pay of £39,593.
Credit Controllers scores 8/10 on our relative scale and has median pay of £29,853.
Book-Keepers, Payroll Managers And Wages Clerks scores 8/10 on our relative scale and has median pay of £32,287.
Bank And Post Office Clerks scores 8/10 on our relative scale and has median pay of £30,893.
Records Clerks And Assistants scores 8/10 on our relative scale and has median pay of £29,016.
Highest income vulnerability among larger UK occupations
Charitable Organisation Managers And Directors scores 8/10 on our relative scale and has median pay of N/A.
Officers In Armed Forces scores 8/10 on our relative scale and has median pay of N/A.
Dental Practitioners scores 8/10 on our relative scale and has median pay of N/A.
Non-Commissioned Officers And Other Ranks scores 8/10 on our relative scale and has median pay of N/A.
Actors, Entertainers And Presenters scores 8/10 on our relative scale and has median pay of N/A.
Highest health risk among larger UK occupations
Officers In Armed Forces scores 8/10 on our relative scale and has median pay of N/A.
Managers And Proprietors In Agriculture And Horticulture scores 8/10 on our relative scale and has median pay of £36,104.
Managers And Proprietors In Forestry, Fishing And Related Services scores 8/10 on our relative scale and has median pay of £36,889.
Nursery Education Teaching Professionals scores 8/10 on our relative scale and has median pay of £37,575.
Pharmaceutical Technicians scores 8/10 on our relative scale and has median pay of £31,543.