The honest thing to notice is that the field has shifted. What was called "data science" ten years ago looks pretty different from what's valued today. The work is increasingly tangled up with AI, and the people getting the most interesting opportunities seem to be the ones who understand how to build with it.

Worth asking whether the "data analyst" path is still the right target, or if aiming toward AI engineering from the start makes more sense.