Machine Learning Engineer Interview Experience - Singapoor Township, India
Process
I applied online. The process took 3 weeks.
There were 3 technical interviews and 1 HRBP interview, 45 minutes each. The process is as follows:
- Introduce your projects.
- Answer some casual questions on coding or algorithms.
- Ask the interviewers some questions.
It is not very difficult if you can explain your project clearly and make it easy to understand.
Questions
If you would like to build a recommendation system that can recommend diversities, how do you build the loss function?
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Interview Statistics
The following metrics were computed from 1 interview experience for the TikTok Machine Learning Engineer role in Singapoor Township, Telangana.
Success Rate
TikTok's interview process for their Machine Learning Engineer roles in Singapoor Township, Telangana is incredibly easy as the vast majority of engineers get an offer after going through it.
Experience Rating
Candidates reported having very good feelings for TikTok's Machine Learning Engineer interview process in Singapoor Township, Telangana.
TikTok Work Experiences
- 4.0Comfortable, Growing, Lacking DiversityMachine Learning Engineer • Former EmployeeSan Jose, California, United StatesJuly 22, 2024Pros: A comfortable environment and a rapidly growing business.Cons: A large amount of the employees are Chinese, a little bit bad in diversity.
- 5.0Great Tech, Math HeavyMachine Learning Engineer • Current EmployeeSan Jose, California, United StatesOctober 20, 2025Pros: The team is excellent, with a very modern tech stack. Candidates are expected to have strong data sensitivity and the ability to perform both online and offline data analysis and reasoning across the entire data and model pipeline. Of course, coding requirements are also high, especially for high-performance systems such as those built in C++.Cons: Of course, a large part of the work involves solving problems through data analysis and modeling them using appropriate statistical and mathematical methods. Therefore, if someone is uncomfortable with mathematics, this role may not be a good fit.
- 3.0Good Pay, Bad Work-lifeMachine Learning Engineer • Current EmployeeSan Jose, California, United StatesFebruary 12, 2025Pros: Good salary and yearly compensation.Cons: Bad work-life balance. You need to learn Mandarin.
TikTok Interview Questions
