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.
mostly on resume and ml, dl concepts
Behavioral questions like why Amgen, tell me about the mission of Amgen, how would you resolve a conflict, how would you go about learning a new concept/skill.
tell me the Journal Entry for creating a Goodwill
Can you tell us about a time where you displayed collaboration in a group environment
What would you do with your time if you were in between projects at work?
SQL , ML algos related questions
mostly about the the role i.e data scientist, and terminologies we come across data science and ML. they asked me to write an sql query at the end of interview. And Few Sql questions here and there
How do you treat outliers ? Is clipping method used to treat outliers statistically correct ?
Explain the data preprocessing steps that you have in your projects ? Will preprocessing solve all the issues with the model that you build ?
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