Process
The interview was friendly and efficient.
I shared my previous experience, and the interviewer asked very detailed questions about the projects I had done. This was followed by a programming question.
I don't recall the exact question, but its difficulty was around a medium LeetCode level.
Questions
Could you briefly introduce yourself?
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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
2.0
Just so-so
Machine Learning Engineer • Current Employee
Singapore, Singapore
March 10, 2025
Pros: A lot of free drinks and a free buffet every day.
Cons: Bosses push you every day and require a lot from you.
4.0
Great Peers, Long Hours
Machine Learning Engineer • Current Employee
Singapore, Singapore
October 15, 2024
Pros: Creative and enthusiastic working peers
Cons: Worse WLB, need to OT often.
3.0
Good Pay, Exhausting Culture
Machine Learning Engineer • Current Employee
September 20, 2025
Pros: High package and good restaurant.
Cons: very tired and competitive. No one cared about others.
- 2.0Just so-soMachine Learning Engineer • Current EmployeeSingapore, SingaporeMarch 10, 2025Pros: A lot of free drinks and a free buffet every day.Cons: Bosses push you every day and require a lot from you.
- 4.0Great Peers, Long HoursMachine Learning Engineer • Current EmployeeSingapore, SingaporeOctober 15, 2024Pros: Creative and enthusiastic working peersCons: Worse WLB, need to OT often.
- 3.0Good Pay, Exhausting CultureMachine Learning Engineer • Current EmployeeSeptember 20, 2025Pros: High package and good restaurant.Cons: very tired and competitive. No one cared about others.
TikTok Interview Questions
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