Process
I was part of a two-part process, which included a coding round and a face-to-face interview on CodePair. The coding round had four questions of moderate difficulty, and it was challenging to get all the test cases correct.
Questions
The questions are based on your resume, specifically your projects, and then dive deeper into those concepts.
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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
Kind Team, Demanding Workload
Machine Learning Engineer • Current Employee
March 5, 2025
Pros: good, kind, warm, high-payment, nice place
Cons: In person, time tight, workload.
5.0
Great Work-life Balance, Long Commute
Machine Learning Engineer • Current Employee
Singapore, Singapore
October 28, 2024
Pros: Good environment. Work-life balance.
Cons: Long distance to go to company.
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.
- 5.0Kind Team, Demanding WorkloadMachine Learning Engineer • Current EmployeeMarch 5, 2025Pros: good, kind, warm, high-payment, nice placeCons: In person, time tight, workload.
- 5.0Great Work-life Balance, Long CommuteMachine Learning Engineer • Current EmployeeSingapore, SingaporeOctober 28, 2024Pros: Good environment. Work-life balance.Cons: Long distance to go to company.
- 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.
TikTok Interview Questions
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