One thing I've encountered more than once in the industry right now is that a lot of companies want to hire "AI Engineers", but they task their staff Very Serious Data Scientist with handling the interview. Inevitably, all the questions will be minutiae about different ANN designs and training processes. And without fail, no one involved will be actually dealing with that stuff on a day to day basis.