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      Gemini

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      Data Scientist Interview

      Dec 9, 2020
      Anonymous Interview Candidate
      New York, NY
      No offer
      Negative experience
      Average interview

      Application

      I applied online. I interviewed at Gemini (New York, NY) in Apr 2020

      Interview

      The process dragged for 2 months. It was somewhat ad-hoc, it was not clear what the next step in the interview process would be till after that step was cleared. Some of that is my fault for not asking for the steps upfront. The very last step (for me) was a homework which took much longer than the suggested time. They were kind enough to give me a few extra days to complete it. Then there was a long period of waiting for it to be evaluated. I had to send a reminder whose response was that the team was busy and would get back soon. The next message was the standard automated rejection response. Considering how much interaction I had had with the recruiter, I found that last bit somewhat cold and unexpected.

      Interview questions [1]

      Question 1

      Some data munging etc. related questions and homework.
      Answer question
      4

      Other Data Scientist Interview Reviews for Gemini

      Data Scientist Interview

      Oct 22, 2021
      Anonymous Interview Candidate
      No offer
      Negative experience
      Average interview

      Application

      I applied through a recruiter. The process took 4 weeks. I interviewed at Gemini

      Interview

      Interview process did not leave me impressed with either the company or the team. Interview was managed through an internal recruiter who was often incommunicative. It started with a few quick screening questions about advanced-ish python features, then there was a technical interview which involved some medium leetcode programming questions, and regurgitating the formulas for gradient descent and logistic regression. The last stage I got to was an ML exercise which had clearly been slapped together as quickly as possible: the data provided with the project had been extracted incorrectly (so that most of the lines in the csv only contained null values), and most of the data provided did not make sense with the stated business case of the project. It was frankly hard to convince myself to work on this project after seeing how little effort they had put into creating it and deciding what they wanted to get out of it.

      Interview questions [6]

      Question 1

      What is a decorator in Python?
      Answer question

      Question 2

      What does the yield statement in Python do?
      Answer question

      Question 3

      What is a generator in Python?
      Answer question

      Question 4

      What is the formula for the logistic-regression loss-function?
      Answer question

      Question 5

      What is the algorithm for gradient descent?
      Answer question

      Question 6

      What algorithm would you use to fit logistic regression?
      Answer question
      1

      Gemini interviews FAQs

      • Candidates applying for Data Scientist roles take an average of 28 days to get hired, when considering 2 user submitted interviews for this role. To compare, the hiring process at Gemini overall takes an average of 24 days.
      • Common stages of the interview process at Gemini as a Data Scientist according to 2 Glassdoor interviews include:

        Presentation:  33%

        Phone interview:  33%

        One on one interview:  17%

        Other:  17%

      • Here are the most commonly searched roles for interview reports -

        1. Software Engineer(30) ;
        2. Senior Software Engineer(21) ;
        3. Staff Software Engineer(9) ;
        4. Software Engineering Intern(7) ;
        5. Associate(6) ;
        6. Software Engineer Intern(5) ;
        7. Intern(4) ;
        8. SWE Intern(4) ;
        9. Senior Associate(4) ;
        10. Compliance Analyst(3) ;
        11. Principal Product Manager(3) ;
        12. Analyst(2) ;
        13. Anonymous(2) ;
        14. Anonymous Employee(2) ;
        15. Compliance(2) .


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      Jobs at Gemini

      22 jobs in United States
      Lead, Benefits
      New York, NY
      ·
      $112K - $160K /yr
      (Employer provided)
      View job
      Senior Analytics Engineer
      New York, NY
      ·
      $126K - $180K /yr
      (Employer provided)
      View job
      Principal Software Engineer, Tooling (Product)
      New York, NY
      ·
      $193K - $275K /yr
      (Employer provided)
      View job
      Senior Data Engineer
      New York, NY
      ·
      $126K - $180K /yr
      (Employer provided)
      View job
      Software Engineering Manager, Tooling (Product)
      New York, NY
      ·
      $193K - $275K /yr
      (Employer provided)
      View job
      View all Data Scientist Jobs