Roles That Are Genuinely at Risk According to Research.com's 2026 analysis of fashion design careers, approximately 30% of tasks in creative industries are vulnerable to automation in the coming decade. [2] The roles most exposed share a common characteristic: they involve repetitive, process-driven tasks with clear inputs and predictable outputs.