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      Analytics Engineer Interview

      Dec 9, 2025
      Anonymous Interview Candidate
      No offer
      Neutral experience
      Average interview

      Application

      I applied online. I interviewed at Help Scout in Nov 2025

      Interview

      Phone screen, several video interviews, take-home project, followed by interview to discuss the take-home project. Despite their insistence not to spend more than 4 hours on the project, they seemed to have very high expectations. I did not think the expectations were clear or fair (for example, the instructions clearly stated they did not expect a “polished” presentation, but the feedback I received was that it was not “polished” enough). I did appreciate that they paid me for 4 hours of work, and that the team gave me feedback after I was rejected. I also found everyone I interviewed with to be kind and respectful.

      Interview questions [1]

      Question 1

      How would you handle a situation where duplicate rows were coming in?
      Answer question

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