Which jobs are most at risk—and how do I know if mine is one?
Generally, jobs built around predictable, repeatable outputs—data entry, routine writing, document processing, basic analysis—tend to be more exposed. If most of your day-to-day can be described in a few steps, AI can likely handle a good chunk of it. The more your work depends on judgment, real accountability, or context that shifts constantly, the lower your risk tends to be.

