projects and working experience on my resume
Machine Learning Engineer Interview Questions
6,174 machine learning engineer interview questions shared by candidates
What is precision and recall
Basic Machine learning stuff - Building automation pipeline, Feature engineering, AWS knowledge and python coding
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.
Technical interview asked about performing matrix multiplication in an efficient manner and a couple of questions regarding machine learning
Linear classifier vs nonLinear classifier
Some questions to test your understanding of ML applications and approaches
Introduce yourself. Talk about your last internship. Discuss your graduation project. A question about using the one hot encoder with the decision tree algorithm.
General Computer science questions. Some probs stats and tcp etc
HR Interview is about your background and why you chose shopee
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