Candidatei-me online. O processo levou 2 semanas. Fui entrevistado pela TikTok em abr. de 2024
Entrevista
I had two rounds of interview. Both followed the same format. Comprised two parts - an interview and a coding question of 30 minutes each. For my first round was asked a Leetcode hard about Streaming Median Finding - LC295 and the questions about my resume and how Diffusion Models work.
The second interview was a similar format. Although the questions were about ML System Design - the interviewer could not speak English and had connection issues, so he kept disconnecting every one minute. Which was not the best interview experience. He dismissed all my answers very curtly.
Perguntas de entrevista [1]
Pergunta 1
Recommender Algorithm System Design (Machine Learning System Design)
Fiz uma entrevista na empresa TikTok (San Jose, CA).
Entrevista
The interview process consisted of multiple rounds including an online assessment, technical phone screens, and virtual onsite interviews. The questions focused on machine learning fundamentals, coding challenges, and system design. The recruiters were responsive and kept me updated throughout the entire process.
Asked heavily about my resume, mainly focused on the projects I did that had overlapped areas with the team. Did an easy coding question on calculating a ML metric and asked about how to optimize the solution.
Perguntas de entrevista [1]
Pergunta 1
What was a metric I used in my recommender system project.
Candidatei-me online. Fui entrevistado pela TikTok (Singapura) em fev. de 2026
Entrevista
The structure for both rounds is as follows:
20 mins deep dive into resume, explanation of personal projects & past experience, 20 mins testing about AIML concepts, 20 mins for leetcode medium
Perguntas de entrevista [1]
Pergunta 1
Explain what would happen if bias was removed from the equation during backpropogation