Machine Learning Engineer Interview Experience - Singapore, Singapore
May 7, 2023
Negative ExperienceNo Offer
Process
Will ask algorithm and data structure questions. I don't know how this is related to ML.
Did spend some time talking about previous ML projects, but on a surface level.
Will ask algorithm and data structure questions. I don't know how this is related to ML.
Did spend some time talking about previous ML projects, but on a surface level.
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Interview Statistics
The following metrics were computed from 13 interview experiences for the TikTok Machine Learning Engineer role in Singapore, Singapore.
Success Rate
23%
Pass Rate
TikTok's interview process for their Machine Learning Engineer roles in Singapore, Singapore is very selective, failing most engineers who go through it.
Experience Rating
Positive31%
Neutral31%
Negative38%
Candidates reported having mixed feelings for TikTok's Machine Learning Engineer interview process in Singapore, Singapore.
TikTok Work Experiences
2.0
Brilliant Colleagues, Poor Balance
Machine Learning Engineer • Current Employee
October 30, 2022
Pros: best colleagues who are brilliant
Cons: Not enough money, no work-life balance.
3.0
Learned Fast, Toxic Culture
Machine Learning Engineer • Current Employee
Singapore, Singapore
September 2, 2025
Pros: Fast-paced learning and exposure to large-scale systems.
Cons: Politics, favoritism, bias, toxicity, insulting.
5.0
Highly depends on the team
Machine Learning Engineer • Current Employee
July 15, 2025
Pros: High salary and good benefits
Cons: For different teams, the culture and work-life balance can be totally different.
- 2.0Brilliant Colleagues, Poor BalanceMachine Learning Engineer • Current EmployeeOctober 30, 2022Pros: best colleagues who are brilliantCons: Not enough money, no work-life balance.
- 3.0Learned Fast, Toxic CultureMachine Learning Engineer • Current EmployeeSingapore, SingaporeSeptember 2, 2025Pros: Fast-paced learning and exposure to large-scale systems.Cons: Politics, favoritism, bias, toxicity, insulting.
- 5.0Highly depends on the teamMachine Learning Engineer • Current EmployeeJuly 15, 2025Pros: High salary and good benefitsCons: For different teams, the culture and work-life balance can be totally different.
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