Challenging but impacting, good for a try
Challenging but impacting, good for a try
Good infrastructure, good benefits.
The company will help you fix everything like insurance and provide a free dining hall, except for work.
Great impact, as your work could influence users on Earth.
Too tired, high standard, no relax time, no work-life balance.
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ByteDance Interview Questions
ByteDance Interview Experiences
Machine Learning Engineer
Machine learning knowledge and code. - LeetCode (medium, hard with Python) - AUC definition - Methods for dealing with long-tailed data - Causal inference - Machine learning questions - Deep learning methods such as attention mechanisms
Machine Learning Engineer
Intermediate difficulty, catching rainwater. The interviewer is helpful and engaging the whole time. Ask for a resume deep dive and one LeetCode-style question. For the Q&A session, I asked what the role will be like and what tech stack is required.
Machine Learning Engineer
1st round: LeetCode + ML system design (oral) 2nd round: Resume walk-through + ML system design (NLP) (coding) HM round: Resume walk-through + introduce the team. HR round: Talk about the offer.
Machine Learning Engineer
Beijing, Beijing, ChinaApril 1, 2022Machine learning knowledge and code. - LeetCode (medium, hard with Python) - AUC definition - Methods for dealing with long-tailed data - Causal inference - Machine learning questions - Deep learning methods such as attention mechanisms
Machine Learning Engineer
Seattle, Washington, United StatesOctober 30, 2025Intermediate difficulty, catching rainwater. The interviewer is helpful and engaging the whole time. Ask for a resume deep dive and one LeetCode-style question. For the Q&A session, I asked what the role will be like and what tech stack is required.
Machine Learning Engineer
Seattle, Washington, United StatesOctober 1, 20251st round: LeetCode + ML system design (oral) 2nd round: Resume walk-through + ML system design (NLP) (coding) HM round: Resume walk-through + introduce the team. HR round: Talk about the offer.
