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      Senior Data Scientist Interview

      Oct 28, 2019
      Anonymous Interview Candidate
      Mountain View, CA
      No offer
      Negative experience
      Difficult interview

      Application

      I applied through a recruiter. The process took 6 weeks. I interviewed at Google (Mountain View, CA) in Sep 2019

      Interview

      I was contacted by a recruiter who got my email from my PhD department's website. I had a phone screen with the recruiter who then set up a technical call for me. They said that there is either one or two technical calls before onsite depending on how well the first one goes. The technical call was not too tough - we talked through a relatively simple hypothesis testing problem for proportions. There was also a pretty basic SQL question. They invited me onsite to Mountain View for the final round. I was applying for a job in NYC, and lived in NYC, so I found this kind of surprising but they said they do all their interviewing in CA. When I arrived on the day of the interview, I was REALLY surprised to find that three out of five of my interviews were over videochat. The interviewers were on different parts of the Google campus, and they didn't want the inconvenience of walking to meet me in person (in their defense the campus is pretty big). But this seemed kind of crazy in light of me taking an almost two day trip in order to visit. This definitely colored my overall take of the company and how they treat their candidates. Nobody apologized to me for this or noted that it was strange at all. On top of that, the tech was not 100% functional. Some of the cameras were old and/or not working, leading to unnecessarily long prep before interview actually began The actual questions were pretty tough. Most were more statistical than programming-based. They were interested in my understanding of parameter estimation for click through rate problems and also my knowledge of linear models with and without regularization (ie lasso and ridge regression). The questions seemed tough but fair. People were generally pretty nice. The last interview of the day was behavioral. It was hauntingly corporate-feeling and not what I expected from Google: "Describe a time when ..." "What is your greatest weakness" etc. The campus in Mountain View pretty cool. It feels like you're on a college campus. It took about 3 weeks post-onsite to get their decision.

      Interview questions [3]

      Question 1

      Describe how regularization works for linear models
      Answer question

      Question 2

      Describe a time when you encountered an obstacle. How did you deal with it?
      Answer question

      Question 3

      Let's say you work at Google and multiple peers send you urgent emails asking for you to do something. How do you manage the situation?
      Answer question

      Other Senior Data Scientist Interview Reviews for Google

      Senior Data Scientist Interview

      Apr 23, 2026
      Anonymous Interview Candidate
      Seattle, WA
      No offer
      Negative experience
      Difficult interview

      Application

      I interviewed at Google (Seattle, WA)

      Interview

      Lengthy. Recruiter screen followed by 4 online interviews and an invitation to on-site. They asked a bunch of questions specific to the role and expected an analysis that required industry knowledge. I wasn't told that by the recruiter and bombed.

      Senior Data Scientist Interview

      Mar 13, 2026
      Anonymous Interview Candidate
      No offer
      Neutral experience
      Difficult interview

      Application

      I interviewed at Google

      Interview

      Great people and a challenging interview process designed to select strong candidates. The hiring managers were kind, professional, and helpful throughout. I only wish I had more time to prepare beforehand. Overall, it was a positive experience.

      Interview questions [1]

      Question 1

      Tell me about a project where you used machine learning to solve a real problem.
      Answer question

      Senior Data Scientist Interview

      Jul 10, 2025
      Anonymous Interview Candidate
      Londres, Inglaterra
      Declined offer
      Positive experience
      Easy interview

      Application

      I interviewed at Google (Londres, Inglaterra)

      Interview

      They asked me some questions, then I answered them. This continued for approximately 30 minutes, at which point I departed. I have not heard from them since. It was an enjoyable experience.

      Interview questions [1]

      Question 1

      Where do you see yourself in five years time
      1 Answer