Process
There are three interviews.
The first is about tech, coding, and machine learning-based questions.
The final interview is to talk to the manager, covering resume diving and some coding as well.
Questions
Specific question based on your resume. For instance, how did you tune the model to improve its performance?
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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
5.0
Brilliant Colleagues, Great Balance
Machine Learning Engineer • Former Employee
Singapore, Singapore
June 20, 2024
Pros: Nice and brilliant colleague, work-life balance.
Cons: Nothing can be thought of for now.
4.0
Overall acceptable, but expected poor WLB
Machine Learning Engineer • Current Employee
Singapore, Singapore
October 27, 2025
Pros: quite a lot of challenges, and the colleagues are excellent.
Cons: Need to work overtime very often and have meetings at night.
4.0
Machine Learning Engineer
Machine Learning Engineer • Current Employee
February 28, 2023
Pros: Great culture, nice, smart coworkers.
Cons: Bad hours, since I have to do meetings with people in China.
- 5.0Brilliant Colleagues, Great BalanceMachine Learning Engineer • Former EmployeeSingapore, SingaporeJune 20, 2024Pros: Nice and brilliant colleague, work-life balance.Cons: Nothing can be thought of for now.
- 4.0Overall acceptable, but expected poor WLBMachine Learning Engineer • Current EmployeeSingapore, SingaporeOctober 27, 2025Pros: quite a lot of challenges, and the colleagues are excellent.Cons: Need to work overtime very often and have meetings at night.
- 4.0Machine Learning EngineerMachine Learning Engineer • Current EmployeeFebruary 28, 2023Pros: Great culture, nice, smart coworkers.Cons: Bad hours, since I have to do meetings with people in China.
TikTok Interview Questions
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