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Meta Machine Learning Engineer (MLE) Interview Guide

Updated by Meta candidates

Meta Machine Learning Engineer Interview Experiences

12

Real experiences from candidates who have gone through this interview process. Share your experience

Meta

Computer Vision Engineer (L5)

MetaSenior / L5United States
Submitted Aug 31, 2026
VerifiedGot offerDifficult
How was the overall interview process?

What surprised me most was how much the process emphasized solving several coding questions under pressure. I had an initial recruiter screen, then a 45-minute pre-screen with a senior manager about my past work and impact, and after that a… see more

Meta

Machine Learning Engineer

MetaSenior / L5United States
Submitted Apr 13, 2026
VerifiedRejectedDifficult
How was the overall interview process?

This was my second time going through the same Meta MLE process, and compared to the prior year the big changes were a written portal pre-screen and the new AI-enabled coding round. A sourcer reached out by email, I filled out the questionn… see more

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Interview difficulty

Most candidates rate the Meta interview as moderate

0
0
7
3
0
Very easyModerateVery difficult
Outcomes

64% of reported interviews at Meta result in an offer

No offer4Declined1Accepted6
Questions asked

Meta focuses on Coding and Data Structures & Algorithms questions the most

Coding9Data Structures & Algorithms8System Design7Other18
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