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Machine Learning Consultant Interview Questions

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8,212 machine learning consultant interview questions shared by candidates

ML Applied There was a mismatch between what the recruiter had told me this round would be about and what the interviewer was focusing on. The recruiter told me this would be about discussing trade offs between different modeling approaches when solving a real world problem. It was totally opposite during the interview. No modeling-related questions were asked, and the focus was on designing recommender systems in production. Had told the interviewer that I had no deployment experience in e-commerce projects, but he was only interested in discussing these.
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Machine Learning Engineer

Interviewed at Snap

3.3★
Jul 7, 2023

ML Applied There was a mismatch between what the recruiter had told me this round would be about and what the interviewer was focusing on. The recruiter told me this would be about discussing trade offs between different modeling approaches when solving a real world problem. It was totally opposite during the interview. No modeling-related questions were asked, and the focus was on designing recommender systems in production. Had told the interviewer that I had no deployment experience in e-commerce projects, but he was only interested in discussing these.

Asked: "Can you please describe a subject or concept you've recently explored in one of your courses? What aspects of it have you found particularly engaging or challenging? " "Talk to us about a time when you had a busy schedule with competing obligations. How did you stay organized with your tasks and prioritize your workload." "We've taken a look at your resume, but we’d love to hear it in your own words. Please walk us through your background—your experiences, the skills you're proud of, and how you have gotten involved on campus and in your community." "Why SAS why this internship" Final round asked: "Tell us about your favorite project, feel free to nerd out about it" "What technologies are you excited to learn at this internship" "Tell us about a time when you had discourse between people around you and you stepped in to stop in" "What recent papers/research in the field are you most excited about"
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Applied Artificial Intelligence/Machine Learning Internship

Interviewed at SAS

4★
Dec 18, 2025

Asked: "Can you please describe a subject or concept you've recently explored in one of your courses? What aspects of it have you found particularly engaging or challenging? " "Talk to us about a time when you had a busy schedule with competing obligations. How did you stay organized with your tasks and prioritize your workload." "We've taken a look at your resume, but we’d love to hear it in your own words. Please walk us through your background—your experiences, the skills you're proud of, and how you have gotten involved on campus and in your community." "Why SAS why this internship" Final round asked: "Tell us about your favorite project, feel free to nerd out about it" "What technologies are you excited to learn at this internship" "Tell us about a time when you had discourse between people around you and you stepped in to stop in" "What recent papers/research in the field are you most excited about"

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