Welcome to your interview.
The question is on your right: F1-Score vs ROC-AUC. Take a moment with it first.
Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes). Discussion and graded submissions share your five interviewer interactions, so spend them well.
Explain the mathematical and practical differences between the F1-score and ROC-AUC, and when you would prefer one over the other.