Machine Learning Engineer Interview Experience - Singapore
Process
The interviewer did not understand my responses and proceeded to get angry. This occurred even though my answers were clear and precise, and I cited the papers they were from.
The interviewer stopped me along the way to clarify but seemed unhappy throughout the entire interview process.
Questions
Asked a vague, slippery slope question about MLOps. I clarified the question to make it more bounded.
The interviewer seemed clearly unprepared for the interview.
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Interview Statistics
The following metrics were computed from 24 interview experiences for the TikTok Machine Learning Engineer role in Singapore.
Success Rate
TikTok's interview process for their Machine Learning Engineer roles in Singapore is very selective, failing most engineers who go through it.
Experience Rating
Candidates reported having mixed feelings for TikTok's Machine Learning Engineer interview process in Singapore.
TikTok Work Experiences
- 2.0Decent Pay, Too Much OtMachine Learning Engineer • Current EmployeeJuly 26, 2022Pros: The salary is not bad compared to other companies.Cons: Not too much for almost everyone.
- 4.0Big Company, Good Pay, Tough TestMachine Learning Engineer • Current EmployeeSan Jose, California, United StatesSeptember 27, 2023Pros: Big company, good pay, sponsor.Cons: Code test is not easy.
- 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
