Process
The interview begins with a self-introduction.
Next, the team organization is discussed.
The project they are focusing on is then presented.
After that, details about the state-of-the-art model are requested.
Your thoughts on the state-of-the-art model are then solicited.
Following this, current extensions to the state-of-the-art model are explored.
A comparison of several state-of-the-art models is then requested.
A coding question is asked at the end.
A follow-up coding question is then posed.
Questions
Two Sum
Reverse Linked List
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Interview Statistics
The following metrics were computed from 6 interview experiences for the TikTok ML Engineer role in United States.
Success Rate
TikTok's interview process for their ML Engineer roles in the United States is extremely selective, failing the vast majority of engineers.
Experience Rating
Candidates reported having very negative feelings for TikTok's ML Engineer interview process in United States.
TikTok Work Experiences
- 1.0Autonomy, But No GrowthML Engineer • Current EmployeeNovember 26, 2022Pros: - Large scope of work with little oversight.Cons: - No structure to teams, constant reorgs. - Focus on promoting work over doing it. - Little to no career/salary growth.
- 4.0Fast Learning, Value BusinessML Engineer • Current EmployeeSingapore, SingaporeMay 27, 2025Pros: Learn to develop quickly. Value more about business.Cons: Not the best place to learn the newest technology.
- 3.0Learn Ml, Worried FutureML Engineer • Current EmployeeSan Jose, California, United StatesMarch 24, 2025Pros: Good opportunity to learn ML Engineering.Cons: Uncertainty for company future and legal battle
TikTok Interview Questions
