Name a Deep Learning architecture you've worked with
Machine Designer Interview Questions
10,807 machine designer interview questions shared by candidates
Given the formula of a specific signal processing algorithm (which is brand new to me), write a function to implement it. (I forgot the name, but it should be just a little bit harder than implementing a image scaling function or blurring function)
Share your experience in AI project.
Mi parli di lei e del suo percorso
Knowledge of time series ml data analysis - collect / parse data across different json files
Questions about experience relevant to the job
ML based take home assignment - follow up and discussion on assignment. Behavioral round with director of engineering for team fit.
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.
The first round was focused on Python and SQL, and the second round had questions on machine learning modelling and behavioral questions
The benefits of a certain deep learning model and some mathematic questions related to that model.
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