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Senior Scientist Interview Questions
5,945 senior scientist interview questions shared by candidates
1. Tell me about a data science project you have worked on previously. 2. Describe a time you manage a team. 3. Have ever worked on a project taht you have to change the original plan?
It was 3 rounds. First round fundamental ML and statistics (PCA, multicollinearity, distributions, clustering). Second round was hands on model building, given a data set and then questions on it.
Q: can you please tell us a bit about your background? Q: How /Where did you get the labels for the NLP task?
1st round introductory ML, DL, and NLP questions. 2nd round (with the hiring manager). Focused on resumes mainly projects and past experiences. 3rd round was a discussion on an open-ended NLP problem. 4th round was on projects of resumes and deeper discussion on the approaches for solving 1 or 2 NLP tasks.
how to customize a trained deep learning model
When required, how do you convince people in other people to do experiments and generate data for you?
Previous experience with follow up questions
How did I move from the ideation stage to a developed product?
touched almost all topics, including Python, NLP, LLM, Model architecture, ML Ops, Deployments (CI/CD).
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