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Machine Learning Engineer Interview Experience - San Francisco, California

February 2, 2026
Negative ExperienceNo Offer

Process

The process was three rounds.

  • First was a technical screen in machine learning, where they asked some ML-related questions.
  • Then there was a coding question around a LeetCode medium.
  • Finally, there was a design round with a team lead, which was quite difficult, and a LeetCode hard.

Questions

Graphs, arrays, object design, f

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Interview Statistics

The following metrics were computed from 5 interview experiences for the TikTok Machine Learning Engineer role in San Francisco, California.

Success Rate

0%
Pass Rate

TikTok's interview process for their Machine Learning Engineer roles in San Francisco, California is extremely selective, failing the vast majority of engineers.

Experience Rating

Positive20%
Neutral60%
Negative20%

Candidates reported having mixed feelings for TikTok's Machine Learning Engineer interview process in San Francisco, California.

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