Good environment, except for work-life balance
Good environment, except for work-life balance
- Good and talented peers
- Good pay compared with other industries in China
- Work-life balance is non-existent.
- Too much pressure, fast-paced.
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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.
