Ho presentato la mia candidatura online. La procedura ha richiesto 2 settimane. Ho sostenuto un colloquio presso TikTok (Singapore) nel mese di mar 2024
Colloquio
Basic knowledge of machine learning, computer vision and Large Language Model
The detail of applyling deep leanring framework
Fundamental model of deep learning and computer vision such as CNN, ResNet, Transformer
System Design and Question-Behavior
Domande di colloquio [1]
Domanda 1
Example Qeustion:
Please talk about Sora.
What's theory of diffusion model
How to complete the alignment of different modal information in multimodal Large Language Model?
Ho sostenuto un colloquio presso TikTok (San Jose, CA)
Colloquio
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.
Ho presentato la mia candidatura tramite un selezionatore. La procedura ha richiesto una settimana. Ho sostenuto un colloquio presso TikTok (San Jose, CA) nel mese di mar 2026
Colloquio
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.
