Data Science Minute - All the latest AI news to help you in your machine learning career
Science & Technology
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Introduction
Every data science team seems to have their own different take on interviews, making it really hard to accurately answer this question definitively. Personally, I've never given a code portion of an interview; I don't believe in that approach. I choose to focus on theory and rationale, asking candidates to walk me through their answers. That's just my preference.
However, I do know that there are teams who incorporate more coding during their interviews. It really just depends. No two processes are the same. Yes, it's possible that you could come across some coding challenges or questions during machine learning and data science interviews.
Keywords
- Data Science
- Machine Learning
- Interviews
- Coding Challenges
- Theory and Rationale
FAQ
Q1: Do all data science interviews involve coding? A1: No, not all data science interviews involve coding. Some teams focus on theory and rationale, while others include coding challenges.
Q2: What do some interviewers focus on if not coding? A2: Some interviewers focus on theory and rationale, asking candidates to walk them through their answers and thought processes.
Q3: Is it possible to face coding questions in a data science interview? A3: Yes, it is possible. Different teams have different approaches, so you may come across coding challenges or questions.
Q4: Are all interview processes the same in data science? A4: No, each data science team has its own interview process, so no two processes are the same.