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      Prosper.com

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      Senior Data Scientist Interview

      19 Jul 2024
      Anonymous interview candidate
      No offer
      Negative experience
      Average interview

      Application

      I applied online. The process took 4 weeks. I interviewed at Prosper.com in Jul 2024

      Interview

      recruiter call + hiring manager interview + live coding exercise (by an analyst as per official email who called them as a manager on LinkedIn)+ panel interview. They rejected me after coding interview. 3 sql + 3 python + 3 machine learning. An analyst as per official email who called them as a manager on Linkedin did the live coding interview and I explained the code while writing solutions and provided details of ml and decision trees in depth. Answered all of them and tested on coderpad and they were working byutgot a rejection email the next day. When asked for feedback, they replied 'we are expecting your own answers'. When they claim a candidate cheated, they should have a proof. Can't they compare ml essays I wrote with gpt? Aren't we on live? Can't they record screen?Joins and limits are same everywhere. They can't humiliate candidates with these kind of interviews. Very bad experience.

      Interview questions [1]

      Question 1

      What kind of models are used to calculate propensity? How do you check for overfitting? What features you can use to segment the customers data for a financial product?
      Answer question