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Machine Learning Engineer Interview Experience

January 20, 2022
Positive ExperienceGot Offer

Process

Just one coding question that took 50 minutes of the overall interview, then some really easy general ML questions. The interviewer provided no help whatsoever, even though I was clearly struggling with the question.

Questions

Define Recall and Precision.

Describe the difference between SGD and Adam.

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Interview Statistics

The following metrics were computed from 125 interview experiences for the TikTok Machine Learning Engineer role in United States.

Success Rate

9%
Pass Rate

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

Experience Rating

Positive34%
Neutral46%
Negative20%

Candidates reported having good feelings for TikTok's Machine Learning Engineer interview process in United States.

TikTok Work Experiences