OpenAI maps 450 EU occupations for AI automation risk and growth potential
A new OpenAI report examines automation risk, growth potential, and workflow shifts for European workers as AI adoption accelerates across the bloc.

European labor markets will face uneven pressure from AI adoption, with some roles facing automation while others see workflow augmentation or net job growth, according to a report OpenAI published on June 29.
The study maps exposure levels across more than 450 occupations in the European Union, drawing on labor-force data and task-level analysis. OpenAI's methodology assigns each occupation a score reflecting how much of its core work could be automated, enhanced, or left largely unchanged by current and near-term AI capabilities. The report does not predict job losses outright but frames exposure as a proxy for transition risk—occupations with high exposure may require reskilling, role redefinition, or policy intervention to manage displacement.
OpenAI positions the work as a planning tool for EU policymakers and employers navigating workforce transitions. The company has published similar occupation-mapping studies for the United States in prior years; this marks its first continent-wide analysis for Europe. The full report and occupation-level data are available on OpenAI's website.
The timing aligns with ongoing EU regulatory debates over AI deployment in high-stakes sectors. Brussels has signaled interest in workforce-transition funds and retraining programs as part of its broader AI governance framework, and industry-led mapping exercises like OpenAI's are likely to inform those discussions.





