Country Story
United Kingdom
A guided country diagnostic on automation exposure, service-intensive routines, and advanced-economy structure.
The United Kingdom sits above the current Europe & Central Asia median on average task exposure and leans clearly more toward substitution than augmentation. The strongest signals concentrate in medical secretarial, bookkeeping, payroll, billing, and other document-heavy administrative routines, making the country a useful advanced-economy contrast to the earlier Africa and South Asia diagnostics.
Where it sits
Where does United Kingdom sit?
The United Kingdom sits above the current Europe & Central Asia median on average task exposure and leans clearly more toward substitution than augmentation. The strongest signals concentrate in medical secretarial, bookkeeping, payroll, billing, and other document-heavy administrative routines, making the country a useful advanced-economy contrast to the earlier Africa and South Asia diagnostics.
Peer comparison
Compared to the peer group
Europe & Central Asia peers plus the regional median.
Exposure profile
What kind of exposure?
High-exposure tasks account for 15.7% of United Kingdom's task bundle. Substitution-oriented exposure is 21.1%, while augmentation-oriented exposure is 5.4%. This matters for how the results are interpreted: The country profile leans more toward substitution than augmentation, but the atlas remains a descriptive measure of task exposure rather than realized adoption or labor-market outcomes.
Top occupations
Which occupations stand out?
The strongest modeled signals in United Kingdom sit in Tellers. These are the occupations with the strongest modeled exposure signal after transporting tasks through the weighted SOC-to-ISCO bridge.
Technology mix
Which technology channels dominate?
These shares describe the dominant technology channel across exposed tasks in the country bundle.
Key takeaways
What does this mean for United Kingdom?
The United Kingdom is the first Europe-facing country diagnostic. It shows how a high-exposure advanced service economy can sit near the upper part of the atlas without being reducible to a manufacturing or trade-intensity story alone.
Keep exploring
Ready to go deeper?
The full interactive case study lets you explore peer comparisons, switch metrics, and browse occupations, industries, and skills in detail.
Where United Kingdom sits
Average task exposure summarizes the country task bundle under the shared atlas framework.