General Computer science questions. Some probs stats and tcp etc
Machine Learning Researcher Interview Questions
1,840 machine learning researcher interview questions shared by candidates
Describe your biggest project. How to deal with noise in data (NLP).
HR Interview is about your background and why you chose shopee
Normal coding question same as past year questions
The HR call was very short and I did not get asked behavioural questions. The HRs are very nice and reply to emails very quickly. Then the technical interviews. It seems that they have a pool of questions that are shared with all engineers. So the first interviewer asked me backend questions even though I applied for MLE. The interviewer was nice about it when I told them that I have not learned certain topics in school. I was asked about the Machine Learning projects on my resume. They wanted to see how well you know the specific concepts and ML algorithms you used in these projects. For the coding challenge, I got a pretty easy question in the first round, about designing a cache. The question asked in the second round was quite difficult and required dynamic programming. Also, even though the interview started in Mandarin, the interviewer switched to English when I told them that I did not know technical terms in Chinese. We had no problem in terms of communication.
Describe CI/CD tools that u used
Technical interview asked about performing matrix multiplication in an efficient manner and a couple of questions regarding machine learning
1. Tell me about yourself 2. Explain project done in machine learning domain if any 3. One easy level coding question that was based on string matching and manipulation
Introduce yourself. Talk about your last internship. Discuss your graduation project. A question about using the one hot encoder with the decision tree algorithm.
Give an example of a time when some out-of-the-box thinking helped you solve a problem
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