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      MLOps Engineer Interview

      May 23, 2025
      Anonymous Interview Candidate
      Toronto, ON
      No offer
      Negative experience
      Difficult interview

      Application

      I applied through a staffing agency. The process took 1 week. I interviewed at MARZ (Toronto, ON) in May 2025

      Interview

      I got contacted by a head hunter and had an interview with a Machine Learning Research Lead. The role was supposed to be an MLOps position that involves implementing and deploying ML models. However, the research lead assumed my role to be a "quarterback" that leads the team in every step. Furthermore, after hearing my experience, the interviewer did not even ask anything about the MLOps field. Instead, he asked a lot of research questions as if he wanted to seek advice for a problem that he had in the research team. Both the interviewer and the head hunter ghosted after the interview. If you have no idea about a position, do not hire. The job seekers deserve respect during and after the process.

      Interview questions [1]

      Question 1

      How do you extract faces in a big dataset that contains faces and other information (background, animals, etc.) ?
      Answer question

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