I applied through a recruiter. The process took 2 months. I interviewed at ByteDance (San Francisco, CA) in Feb 2024
Interview
The interview was scheduled at 9 pm and lasted about 45 mins. Mainly focused on the machine learning project experiences. I used the STAR method to answer all these questions. In total about 30 minutes experiences discussion, for some projects, they asked about ML theory-related questions questions, such as logistic regression loss, convex ,
Interview questions [1]
Question 1
A lot about previous project experience, also ML related logistic regression
I applied online. I interviewed at ByteDance (Pequim, Pequim) in Apr 2022
Interview
machine learning knowledge, code. leetcode (medium, hard with python), AUC definition, method on dealing with long tailed data and causal inference, machine learning question and deep learning method such as attention mechaism.
Interview questions [1]
Question 1
machine learning knowledge, code. leetcode, AUC definition, method on dealing with long tailed data
I applied online. I interviewed at ByteDance in Jun 2022
Interview
Self introduction. Talk about past projects, explain some concepts behind deep learning, 30 minute coding test (not LC question), interviewer presented a coding question him/herself. Had some time to ask interviewer some questions.