Welcome to your interview.
The question is on your right: Model Selection Tradeoffs at Scale. 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.
You are choosing a model for a supervised learning system that will run at large scale in production. Several candidates are on the table, and the team needs a clear way to compare them before rollout.
What trade-offs do you consider when selecting a model for large-scale deployment?