Process
LR code, ML question, LeetCode question for recommendation system.
Dev hvd and I have a lot of questions about this. I am not sure if you have any questions or concerns about this issue. Please feel free to contact me.
Questions
AUC curve and RAUC curve
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Interview Statistics
The following metrics were computed from 125 interview experiences for the TikTok Machine Learning Engineer role in United States.
Success Rate
9%
Pass Rate
TikTok's interview process for their Machine Learning Engineer roles in the United States is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive34%
Neutral46%
Negative20%
Candidates reported having good feelings for TikTok's Machine Learning Engineer interview process in United States.
TikTok Work Experiences
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.
4.0
Good Team, Late Nights
Machine Learning Engineer • Current Employee
San Jose, California, United States
May 18, 2024
Pros: Good teamwork, diversity, and food.
Cons: Works too late into the night
- 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.
- 4.0Good Team, Late NightsMachine Learning Engineer • Current EmployeeSan Jose, California, United StatesMay 18, 2024Pros: Good teamwork, diversity, and food.Cons: Works too late into the night
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