Jobs that rely heavily on repeatable output, predictable processes, and low-context decision-making are most vulnerable. Roles centered on coordination, creativity, leadership, and high-level strategy are evolving, not disappearing. The biggest risk isn’t automation. It’s stagnation. Make certain you are continuously learning and experimenting!