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Machine Learning Engineer Interview Experience

May 31, 2026
Positive ExperienceGot Offer

Process

I applied through an employee referral. The process took two weeks.

  • Recruiter call: 30 minutes.
  • Phone-screen: Coding, LeetCode medium, 45 minutes.
  • Virtual on-site: Two coding rounds (LeetCode medium), two system design rounds, and one behavioral round.

Once I passed all rounds, there was a hiring manager call to learn about the team.

Questions

Coding rounds ask standard LeetCode Medium questions. It helped to study the frequently asked questions. System designs were also pretty straightforward.

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Interview Statistics

The following metrics were computed from 161 interview experiences for the Meta Machine Learning Engineer role.

Success Rate

12%
Pass Rate

Meta's interview process for their Machine Learning Engineer roles is extremely selective, failing the vast majority of engineers.

Experience Rating

Positive57%
Neutral23%
Negative20%

Candidates reported having very good feelings for Meta's Machine Learning Engineer interview process.

Meta Work Experiences