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Machine Learning Data Scientist Interview Questions
467 machine learning data scientist interview questions shared by candidates
Each interview was with a totally different person and pretty distinct. It helps to be familiar with data science and engineering and academic research. Was asked to design a database as well as some numerical code in ds interview.
In the second half of the interview, I was asked to design a recommendation system for confluence, to recommend articles. NOTE: They say that they ask system design question according to the resume or our previous experience, but I havent worked on a recommendation system previously. So it might be a question based on the teams requirement. The interviewer mentioned that he has experience working on recommendation and it is his field of expertise.
Can not disclose due to NDA
Design a friend suggestion system on Facebook.
The questions differ from one position to another depending on the job needs, this is a general idea about what I got asked about: - Questions about LLM, Model compression techniques. - Behavioral questions: Work within the team, structure of work.. - Questions about the background.
Explain one of your MLOps projects. How have you improved the performance.
Just asked about your research projects
Typical Machine Learning questions with a focus on recommendations and setting systems up for it
Explaining how ML models actually work
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