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      Quant/Data Scientist At Sofia Interview

      15 Jan 2021
      Anonymous interview candidate
      Sofia, Sofia (city)
      Declined offer
      Positive experience
      Average interview

      Application

      I applied online. The process took 3 weeks. I interviewed at Move Digital (Sofia, Sofia (city)) in Nov 2020

      Interview

      A total of 4 interviews over 3 weeks. No interview with HR, application went straight to the Quant team. 1st interview was about projects I've been working on and opportunity to ask questions about the company. 2nd interview was a technical task - 90 minutes to complete a coding challenge (time was not enough but that was part of the challenge) followed by an opportunity to talk about the approach. 3rd interview was more technical - not too many details but general ML questions. Was asked about XGBoost, Transformer models, hypermeter tuning among others. 4th and final interview was with head of Quant team - informal with one logical puzzle. Followed an offer. Unfortunately, the salary range of Move Digital was literally half the ranges of similar positions in Sofia, so I picked a competing offer. Would have been nice to discuss that before going through four interviews. But I enjoyed the interviews even though they were ultimately fruitless.

      Interview questions [1]

      Question 1

      How do you pick hypermareters for XGBoost? How transformer models work? What is the purpose of validation set? (typical ML questions without too many details)
      Answer question

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