McKinsey: 58% of European work hours are technically automatable; coding and accounting top exposure ranking
Workers in coding, accounting and routine data roles across Europe sit at the high end of AI automation exposure, per a new McKinsey Global Institute report. Leadership, empathy and clinical judgment land at the low end. 58 percent of current work hours are technically automatabl
McKinsey Global Institute has published a new report on how AI is reshaping work and skills across ten European economies that together account for more than three-quarters of the region's labor force and GDP. The headline figure: 58 percent of current work hours in Europe are technically automatable with today's tools, a share similar to the United States. Of that potential, around 44 percentage points come from AI-enabled agents handling cognitive tasks and 14 from robots handling physical work. AI agents account for roughly 82 percent of the total potential value. The report introduces a Skill Change Index that measures how exposed individual skills are to automation. At the high-exposure end sit quality control, software development, invoicing, accounting and SQL programming, alongside routine data entry. At the low-exposure end sit leadership, empathy, resilience, influencing skills, negotiation in professional services, clinical decision-making in healthcare and teaching. Three-quarters of the skills currently demanded by European employers are used in work activities that are both automatable and non-automatable, suggesting most core competencies will be applied differently rather than disappear. People-centric roles account for about 31 percent of employment in the ten countries studied. McKinsey estimates that automation could unlock up to 1.9 trillion dollars in economic value in Europe by 2030 in its midpoint scenario, with a more gradual scenario closer to 1.1 trillion. The figures depend on adoption pace and how organizations redesign workflows around people, agents and robots together. Source: McKinsey Global Institute, Agents, robots, and us: How AI reshapes work and skills in Europe, May 2026.