MLOps Mock Interview | Interview Questions for Senior MLOps Developers

[@ankithaldar]

Never in my course of 50+ interviews has the interviewer has ever said "believe me its a perfect fit for this role".

[@carloslopez7204]

Questions ❓ 1:01 Introduce yourself, tell me about your background and profesional experience 1:51 Can you talk about some interesting MlOps projects you have worked in the past? 2:24 Would you like to talk some of the steps in the basic MLOps pipeline? 5:54 Why you think that we should be packaging ML models? 7:53 What is the difference between continuos integration, continuous delivery and continuous deployment? 9:44 What do you think are the benefits of having CI/CD pipelines in a machine learning system? 10:59 What are the different types of test that you can perform in the MLOps cycle? 13:09 What are some of the best practices that you follow while performing testing in MLOps cycle? 15:59 Why do you think we need model stores for our MLOps projects? 17:10 What do you think model drift is and what are the differents problems that relates to model drift and how have you overcome them in the past? 20:31 Would you mind talk about statistical methods vs statistical process control for data drift detection?

[@100vivasvan]

Something in me says ... I would not hire this interviewer

[@Vishwanathk-pm2pp]

Good one. One question i would like to know is. Challenges faced by an MLops engineer in pipeline and how to mitigate it?

[@786Peacelover]

Well Done Faisal and David.

[@mrandrespp]

Great video thanks a Lot! It's gonna be very helpful on a project I've just started at work!

[@VISHVANI9]

Instead of conceptual, can we have one with questions on realtime work done by ml engineer?

[@-mle566]

That's exactly what I thought, too. The questions in the video are too general which I doubt can reflect the experience and ability of the interviewee.

[@sofiyasakkaf6447]

What about ML engineers who are trying to break into MLOps. How should they get experience since companies only want experienced MLOps engineers.

[@humanity-indian]

Right. I think you can start practicing on your own.

[@sulaimanhamzaabdulwahab2952]

Welldone faizal

[@Turingcom]

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[@shravankumarv2524]

Very poor interviewing, but good response by the candidate.