If you work with AI, or hire people who do, read "The AI Engineering Skills Map."
Andrew Ng identifies four core skills:
1 Building and deploying AI apps
2 Software engineering fundamentals
3 Using coding agents
4 Shaping what gets built
Required reading for the AI era.