Machine Learning Engineer Interview Experience - Singapore
Process
There was a 45-minute resume review and a 15-minute coding session that was easy. The interviewer asked about project details in timeline order, focusing on the algorithm formula and application. The coding problem was the longest common substring, which was easy and fast. The interviewer was nice and friendly, and he had his own opinion on LLM development.
Questions
There was a resume projects deep dive and an algorithm question.
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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
- 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.
- 2.0Good for new grads, but worst cultureMachine Learning Engineer • Current EmployeeSan Jose, California, United StatesNovember 14, 2024Pros: You will learn rocket-fast because you are always pushed by overloaded tasks. A fresh NG will handle several senior-level jobs under limited guidance.Cons: 0 work-life balance. Work, work, work if you are a Chinese speaker. You will be working with people in China during the night for sure. But for non-Chinese speakers, your life will be much better because the leadership will have 0 expectations from you. You can basically chill all day.
- 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
TikTok Interview Questions
