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      Senior Data Scientist Interview

      Oct 30, 2020
      Anonymous Interview Candidate
      East Los Angeles, CA
      No offer
      Negative experience
      Easy interview

      Application

      I applied online. I interviewed at Boston Consulting Group (East Los Angeles, CA)

      Interview

      The process was long, the interviewers were mostly professional. An upfront tech screen followed by 2 case interviews (1 technical and 1 business). The final onsite had 3 interviews with lead data scientists. To be honest, I did not think very much of the final round, which was, for a lack of better expression, weird. I did not feel like they asked important data science questions and nor did I feel like they could accurately gauge or cared to gauge a candidate's caliber. I sat down with one who went through my hitherto unread resume with me, awkwardly, focusing on the wrong things. Another interviewer was tired from flying in on a red-eye, and did not seem to care about what I was saying, and claimed he was hungry during the interview and was dying to get to his lunch. I left the interview feeling like it was not a culture fit and I wasn't convinced they were doing interesting work.

      Interview questions [1]

      Question 1

      Q: How do you build a recommendation engine?
      Answer question
      3

      Other Senior Data Scientist Interview Reviews for Boston Consulting Group

      (Senior) Data Scientist Interview

      Dec 2, 2025
      Anonymous Interview Candidate
      No offer
      Positive experience
      Average interview

      Application

      I applied online. I interviewed at Boston Consulting Group

      Interview

      The interview consisted of a total of five rounds, and I'm currently at round 4. It started with a code signal online assessment (tested basic knowledge about data cleaning, data filtering, data joining with pandas as well as some simple ML with scikit). Then the first three rounds are technical case interviews. Each round consisted of about 10-15 mins for introductions, and 30-35 mins for a technical case interview, and then about 5 - 10 mins for questions.

      Interview questions [1]

      Question 1

      If you could split your time working in three different aspects of your work (business related, coding related, data science related), what does the ideal split look like for you?
      Answer question

      Senior Data Scientist Interview

      Nov 7, 2025
      Anonymous Interview Candidate
      No offer
      Positive experience
      Difficult interview

      Application

      I interviewed at Boston Consulting Group

      Interview

      Online assessment Round 1: technical case interviews + live coding Round 2: Partner-led interviews + fit interviews + most in-depth technical case interviews Overall semi-difficult but manageable. Fun cases and nice interviewers

      Interview questions [1]

      Question 1

      Technical challenges on your past project
      Answer question

      Senior Data Scientist Interview

      Nov 29, 2025
      Anonymous Interview Candidate
      No offer
      Positive experience
      Difficult interview

      Application

      I applied through a recruiter. The process took 4 weeks. I interviewed at Boston Consulting Group in Jul 2025

      Interview

      3 virtual loop interviews with all case study rounds. the cases were pretty tricky as you wouldn't know what exactly the interviewer is expecting when a fairly broad question is asked.

      Interview questions [1]

      Question 1

      Case based questions. Multiple cases per interviewer.
      Answer question