Machine Learning Engineer Interview Experience - Singapore
December 1, 2023
Positive ExperienceNo Offer
Process
Applied through referral, thus did not do the OA. Went through 3 rounds of interviews.
Each interview had 30 minutes of ML-related questions and 30 minutes for LeetCode Medium questions.
Questions
- Describe the attention mechanism.
- Max length of subarray with positive product (LC medium).
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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
25%
Pass 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
Positive38%
Neutral33%
Negative29%
Candidates reported having mixed feelings for TikTok's Machine Learning Engineer interview process in Singapore.
TikTok Work Experiences
5.0
Good Money, Bad Balance
Machine Learning Engineer • Current Employee
Seattle, Washington, United States
August 3, 2024
Pros: They gave money and hired a lot.
Cons: Culture and work-life balance
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.
2.0
Better be able to speak Mandarin
Machine Learning Engineer • Current Employee
San Jose, California, United States
April 29, 2024
Pros: You can only speak Mandarin at work.
Cons: It's hard to work here without speaking Mandarin.
- 5.0Good Money, Bad BalanceMachine Learning Engineer • Current EmployeeSeattle, Washington, United StatesAugust 3, 2024Pros: They gave money and hired a lot.Cons: Culture and work-life balance
- 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.
- 2.0Better be able to speak MandarinMachine Learning Engineer • Current EmployeeSan Jose, California, United StatesApril 29, 2024Pros: You can only speak Mandarin at work.Cons: It's hard to work here without speaking Mandarin.
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