I applied online. The process took 3 weeks. I interviewed at ByteDance (Los Angeles, CA) in Jan 2024
Interview
All interviews are scheduled late at night in PST since they involve interviewers from China and Singapore. The interviewer seems exhausted and burned out, which gives a clear picture of what life at the company might be like.
Four Round interview. Fast. The interview is more related to the working experience. Different people asked from different aspects. Fouse on abilities. Being cofident.Four Round interview. Fast. The interview is more related to the working experience. Different people asked from different aspects. Fouse on abilities. Being cofident.
Interview questions [1]
Question 1
what is the salary range compared with that in china?
I applied online. I interviewed at ByteDance (Shanghái, Shanghai) in Aug 2024
Interview
The interviewer focus on interviewee's understanding on machine learning concepts from Boosting algos to Deep Learning. It would be difficult if someone didn't prepare all those conceptual detail well. However, the question list is a nice guidance for preparing interviews of similar roles.
Interview questions [1]
Question 1
1. What's the ensemble method of XGB
2. Explain key hyper-parameters of XGB
3. Bayesian Optimization on hyper-parameter tuning
4. Explain Encoder & Decoder