What skills do I need to acquire to transition from data analysis to an AI engineer?

I've seen many people in BI and reporting roles wanting to transition to AI engineering. The real difficulty isn't whether you can call model APIs, but rather data cleaning, feature understanding, evaluation metrics, and tracking performance after deployment. If you only know how to write prompts, you'll hit a ceiling very quickly. For companies hiring for these roles now, do you value…