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Algorithm Engineer Interview Questions
793 algorithm engineer interview questions shared by candidates
Why do you want this position
1. introduction 2. Relative working experience 3. introduce the structure of transformer 4. intruduce bert and gpt 5. what is the input of decoder block, what is the difference bewteen it with encoder's?
introduce dropout and when to use it
Tell me about yourself. Why this team (TikTok E-commerce)? SQL basic question. SQL question with Window Function. Tell me about one of the recent challenge you solved in project A on your CV. Tell me about a situation where you have to solve a conflict within the team. Python basic question on string manipulation. Python question on dichotomy.
How to design a recommendation system
1. Difference between PPO, DPO, GRPO 2. Explain KV cache and how it is stored 3. Explain the whole transformer architecture
How to communicate with tough team members?
Talk about some regularization methods in machine learning, say L1 and L2. Why resnet works? How to make large models work on embedded devices?
Probablilty of tennis match succeeding
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