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MLE/RS Interview Experience

May 3, 2025
Neutral ExperienceNo Offer

Process

There were a total of 3 interview rounds, spanning a month.

  • Coding (medium/hard LeetCode) - around 60 minutes
  • ML system design, mostly around ranking/recommendation systems - around 60 minutes
  • ML system design + behavioural - around 60 minutes

Questions

Design a recommendation system to recommend restaurants.

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Interview Statistics

The following metrics were computed from 9 interview experiences for the TikTok MLE/RS role in United States.

Success Rate

11%
Pass Rate

TikTok's interview process for their MLE/RS roles in the United States is extremely selective, failing the vast majority of engineers.

Experience Rating

Positive56%
Neutral44%
Negative0%

Candidates reported having very good feelings for TikTok's MLE/RS interview process in United States.

TikTok Work Experiences