AI and work / Guide
Making career decisions with AI in view
AI can be part of a career question without becoming the only question. A grounded decision starts by separating the evidence and then identifying what you still need to learn.
Use several signals
Review work content, projected employment, wages, preparation, skills, and relative AI exposure together. Each describes a different part of an occupation, and none provides a personal forecast by itself.
Compare plausible alternatives
When you explore another occupation, ask why it is related. The basis might be overlapping skills, activities, preparation, or a documented editorial rationale. Then make the differences and gaps explicit.
Keep the decision yours
Public occupational data can support reflection and research, but it cannot account for your finances, location, health, responsibilities, preferences, or access to training. Verify consequential decisions with current sources and qualified advisers.