I applied online. The process took 1 week. I interviewed at TikTok (New York, NY)
Interview
I had a live coding round with another MLE,
2 sections
- asked about self-attention, transformers, NER, Evaluation metrics, RL etc
- live coding round leet code medium about creating a random sampler with uniform probability
Interview questions [1]
Question 1
what is formula to calculate self-attention score?
three rounds, each has coding + ml basic + resume related questions
understand all the details in resume is important, since might go very deep down the project you have worked on
The first round was mainly a CV walkthrough.
The second round focused in depth on one specific project.
Both rounds also included LeetCode medium-level problems.
The third round was with the hiring manager with both project and problems for their business.
I applied through a recruiter. The process took 1 week. I interviewed at TikTok (San Jose, CA) in Mar 2026
Interview
one hour first round tiktok usds phone screen interview. past projects questions, leetcode mid questions, and machine learning, deep learning, large language model questions. And then ask the interviewer questions.
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