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Software Engineer - Machine Learning Interview Experience

March 1, 2025
Positive ExperienceNo Offer

Process

One technical assessment and four onsite rounds, including:

  • Two coding interviews
  • One ML system design interview
  • One behavioral interview

Coding interviews focused on stack, trees, and strings.

The ML system design interview focused on a recommendation problem.

The behavioral interview focused on past projects and discussed how I handled different challenges and complex situations (I used the STAR method to answer such questions).

Overall, it went well.

Questions

Trees, Stack, and String related questions were asked.

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Interview Statistics

The following metrics were computed from 12 interview experiences for the Meta Software Engineer - Machine Learning role in United States.

Success Rate

8%
Pass Rate

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

Experience Rating

Positive58%
Neutral33%
Negative8%

Candidates reported having very good feelings for Meta's Software Engineer - Machine Learning interview process in United States.

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