Process
I interviewed in June 2021. The questions were pretty expected.
The interviewers were nice.
Topics covered included:
- Logistic regression
- SVM
- LeetCode questions
- Brain teasers
- Hypothesis testing
- Probability problems
- Business analysis questions
- A/B testing
- Ad loads rate
- Gradient descent
Questions
Logistic regression, SVM, LeetCode questions, Brain teasers, Hypothesis testing, Probability problems, Business analysis questions, A/B testing, Ad load rates, Gradient descent
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Interview Statistics
The following metrics were computed from 15 interview experiences for the TikTok Machine Learning Intern role in United States.
Success Rate
7%
Pass Rate
TikTok's interview process for their Machine Learning Intern roles in the United States is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive20%
Neutral53%
Negative27%
Candidates reported having mixed feelings for TikTok's Machine Learning Intern interview process in United States.
TikTok Work Experiences
5.0
TikTok - Someone hates it, someone likes it
Machine Learning Intern • Current Employee
San Jose, California, United States
August 24, 2025
Pros: • Competitive compensation and comprehensive company policies.
• Excellent in-house cafeteria with a wide variety of food options.
• Strong and modern technical stack.
• Robust alumni network, especially from CMU and other top schools.
Cons: Certain compliance risks exist due to the nature of the business.
TTP (Trusted Technology Partner) environments impose strict access control, making it difficult for regular engineers to debug user-level details.
4.0
Interesting work, a lot of pressure though
Machine Learning Intern • Current Employee
November 3, 2025
Pros: The work is interesting, and they are flexible about the methods and research you do, since they only care about performance and efficiency.
Cons: Obviously, they prefer Chinese speakers. Also, they expect you to work and attend meetings after hours.
5.0
Easy Platform, Busy Hr
Software Engineer(Internship) • Former Employee
Remote
December 14, 2022
Pros: A nice communication platform, and easy to use.
Cons: Too many employees, and HR is too busy.
- 5.0TikTok - Someone hates it, someone likes itMachine Learning Intern • Current EmployeeSan Jose, California, United StatesAugust 24, 2025Pros: • Competitive compensation and comprehensive company policies. • Excellent in-house cafeteria with a wide variety of food options. • Strong and modern technical stack. • Robust alumni network, especially from CMU and other top schools.Cons: Certain compliance risks exist due to the nature of the business. TTP (Trusted Technology Partner) environments impose strict access control, making it difficult for regular engineers to debug user-level details.
- 4.0Interesting work, a lot of pressure thoughMachine Learning Intern • Current EmployeeNovember 3, 2025Pros: The work is interesting, and they are flexible about the methods and research you do, since they only care about performance and efficiency.Cons: Obviously, they prefer Chinese speakers. Also, they expect you to work and attend meetings after hours.
- 5.0Easy Platform, Busy HrSoftware Engineer(Internship) • Former EmployeeRemoteDecember 14, 2022Pros: A nice communication platform, and easy to use.Cons: Too many employees, and HR is too busy.
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