Bookkeeper
168.8K UK workers · typical pay £29,500 · entry route GCSEs grades 4-9 (A*-C). Projected decline of -7% to 2035.
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 →
Bookkeeping is a highly digital occupation focused on routine data processing, reconciliation, and financial reporting, all of which are core strengths of modern AI and automated software. While some human oversight is required for complex queries and client relationships, the vast majority of tasks like invoice processing and bank reconciliation are being rapidly automated by AI-driven accounting platforms.
The volume of bookkeeping output is strictly tied to the number of business transactions and UK company counts, which do not increase proportionally with lower bookkeeping costs.
Headcount contracts -11%, an Anti-Jevons curve.
Change the scenario in the nav to reshape this curve.
UK employment share by region, SOC-joined to 4122.
Majority-female role (69.1% women). Sits inside the 69%-female Anti-Jevons zone.
Five roles with transferable skills and better demand dynamics.
bookkeeper · dataset 2026.03 · CC-BY-4.0