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Work 1-1 with ML Engineers who have worked at Meta and who've built ML systems at scale.

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Sessions Completed
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What to Expect in the Meta ML Engineer Interview Loop

The Meta ML Engineer interview loop is very structured. Each interview follows an almost-rigid format to assess you across very specific technical and leadership skills. Here's the process:

  1. 1. Resume Screen

    Meta evaluates ML experience, technical depth, and impact. Referrals are valuable.

  2. 2. Recruiter Phone Screen

    Discuss background, ML experience, and motivation.

  3. 3. Technical Interview

    ML fundamentals, coding, and system design. Must show ML depth.

  4. 4. Onsite Loop

    4-5 rounds covering ML Design, Coding, traditional system design and behavioral. Specialist roles (eg. Research Engineer) might have ML Knowledge and ML Breadth and Depth.

    • Behavioral

    • Coding

    • ML System Design

    • ML Knowledge

Candidates keep coming back

63% book a follow-up

5.02 sessions on average

I felt like real interview and the coach was genuinely asking very relevant and insightful questions and providing feedback that I was looking for. @coach - Thank you for providing the feedback and really throwing some insightful questions.

M

Prepared for

Meta ML Engineer

5 star review

I would like to have an opportunity for one or two follow up questions to post to the same coach after the session so I can ask them if I miss anything during the session. @coach - Hello , I enjoyed the discussion and thank you for providing your guidance. Could you provide any additional links through which I can have more paid mentoring sessions with you. Thanks, Keerthan

M

Prepared for

Meta ML Engineer

5 star review

great platform..great coach. @coach - Maam , you are the best.....gave ample amount of time for feedback along with doubt clearances ...

F

Prepared for

Facebook Meta Staff MLE

5 star review

The coach gives me exactly the feedback I want, about how to construct the high level system design structure, as well as the order of deep dive into different sections. It's pretty useful. @coach - Thanks for your feedback!

M

Prepared for

Meta Senior Machine Learning Engineer

5 star review

The coach is the best interview i have had so far... gave the right set of comments, questions, places that need improvement

M

Prepared for

Meta Senior MLE

5 star review

I'm grateful for how supportive and attentive you were throughout the session. Your feedback was spot on, and I feel well-prepared to take the next steps.

M

Prepared for

Meta Staff ML Engineer

5 star review

Thank you for the mock interview today! I definitely learned a lot, not only about the expectations and benchmarks of an actual interview at my target level and company, but also which areas I'm currently weak in and would require additional studying. Thanks again for taking the time to do the interview, I really appreciate the help!

M

Prepared for

Meta Senior Machine Learning Engineer

5 star review

Thank you for pointing out the key areas I need to improve. It’s extremely helpful and valuable to me :)

M

Prepared for

Meta Machine Learning Engineer

5 star review

Hey *******, thanks so much again for the prep session! I rated you "Perfect" across all categories in this survey. Talk to you soon perhaps.

M

Prepared for

Meta ML Engineer

5 star review

The coach gave concrete advice on how to prepare for an upcoming interivew. He's able to point out how I can improve my answers.

M

Prepared for

Meta Senior Machine Learning Engineer

5 star review

Thank you for the review and constructive feedback for helping me prepare for the interview. Experience with coach was pleasant and it felt like real interview.

M

Prepared for

Meta MLE

5 star review

Thank you for your helpful inputs. I will try to do one more mock interview with you in 2-3 weeks if you are available.

M

Prepared for

Meta MLE

5 star review

Thank you so much. I just had the interview and the interviewer said I managed my time well and didnt have any further questions.

M

Prepared for

Meta MLE

5 star review

Thanks a lot for the feedback, especially about how to organize my talk process and pay attention to the time! It was extremely helpful

M

Prepared for

Meta MLE

5 star review

It’s very helpful to get a solid mock interview with someone who is familiar with them to get you ready for the real deal

M

Prepared for

Meta MLE

5 star review

Thank you so much for the time you spent. I gained a lot of insights on what I should do to improve.

M

Prepared for

Meta ML Engineer

5 star review

Thank you so much! I truly appreciate the valuable insights and the experience of a real interview. I will focus on staying calm, thoroughly understanding the problem before diving in, taking hints effectively, and clearly communicating my thought process. This experience has helped me identify my weak areas, and I will work on improving them. Thank you for your patience—it was incredibly helpful!

M

Prepared for

Meta Machine Learning Engineer

5 star review

The session was really helpful, felt like real interview.  He was able to point out some of the improvements I needed.

M

Prepared for

Meta Staff ML Engineer

5 star review

Coach has through knowledge on Machine learning. being on both sides of ML interviews the coach posess strong knowledge on expectations of ML interviews across companies.

M

Prepared for

Meta MLE

5 star review

Thanks for the feedbacks, walking through the logic diagram and process diagram, and providing the standard structure of tackling a ML problem.

M

Prepared for

Meta MLE

5 star review

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