Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started

Evaluate Models in Production

HardModel Evaluation00:00
Practice interviewer
In session
5 left
00:00

Your question is Evaluate Models in Production. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

You need to log in / sign up to chat or submit.

Problem

Scenario

You are responsible for a model that is already live in production. The team wants a clear way to judge whether it is still performing well, whether the current threshold is right, and how to compare offline results with what is happening on real traffic.

Question

How do you handle model evaluation in production?