J'ai postulé via un recruteur. Le processus a pris 4 semaines. J'ai passé un entretien chez TikTok (San Francisco, CA) en janv. 2022
Entretien
First a call with recruiter for job description and interview process general info. After that multiple technical interviews that consisted on coding questions (algorithms & data structures) and a few simple machine learning questions.
Questions d'entretien [1]
Question 1
- How to manage overfitting
- How to handle class imbalance
- Name different optimizers (SGD, Adam) and mention some differences.
- Explain Recall & Precision.
J'ai passé un entretien chez TikTok (San Jose, CA)
Entretien
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.
J'ai postulé via un recruteur. Le processus a pris 1 semaine. J'ai passé un entretien chez TikTok (San Jose, CA) en mars 2026
Entretien
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.