Two rounds of interviews. The 1-st one contains one leetcode coding problem and one math problem. The 2-nd one contains a more difficult problem and one open algo design problem. Got rejected
I applied online. The process took 2 weeks. I interviewed at TikTok (Singapur) in Mar 2024
Interview
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
Interview questions [1]
Question 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?
I applied online. I interviewed at TikTok (Singapur) in Apr 2024
Interview
1st: Phone Interview
Mainly check up some of the content in documents, simple behaviror question nothing serious.
2nd: Onlien Assesment
5 Questions in total, 2 MCQ 3 Leetcode type. 2 Hard question 1 Medium Question
Interview questions [1]
Question 1
Given an m x n 2D binary grid grid which represents a map of '1's (House) and '0's (Land), return the number of Beuatiful House.
An Beuatiful House is surrounded by land and is formed by connecting adjacent house horizontally or vertically. You may assume all four edges of the grid are all surrounded by land.