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      Data Scientist Interview

      Apr 7, 2020
      Anonymous Interview Candidate
      San Francisco, CA
      No offer
      Neutral experience
      Difficult interview

      Application

      I applied through an employee referral. The process took 8 weeks. I interviewed at Meta (San Francisco, CA) in Mar 2020

      Interview

      I had my first interview with Recruiter in February second week. I was asked general screening questions + SQL fundamentals + quick product question about Newsfeed. Don't take this round easily, you might be caught off guard. Then I had my 1:1 video interview with a Data Scientist but the video didn't work properly, so ended being similar to phone interview. It was a Product design round, how would you develop <fill in any FB product>, metrics, experimentation basics Then had virtual onsite with 4 data scientists. The format and focus was clearly given by the recruiter. From my perspective I did 3 interviews well but the last interview was bad. The main problem was video conferencing, we couldn't be on the same page as the interviewer asked something which I said 15 mins ago in a different context and tried connecting it. It would have been smooth if there a white board. It was difficult for me to talk to interviewer and write something on my note at the same time.

      Interview questions [1]

      Question 1

      NDA SQL, Products, Experimentation
      1 Answer
      3

      Other Data Scientist Interview Reviews for Meta

      Data Scientist Interview

      Jun 11, 2026
      Anonymous employee
      Cambridge, MA
      Accepted offer
      Positive experience
      Difficult interview

      Application

      I interviewed at Meta (Cambridge, MA)

      Interview

      Total 7 rounds: first round for resume screening, second for technical screening, then for on-site virtual with 4 interviews back to back, then hiring manager round after team matching and then salary negotiation with HR

      Interview questions [1]

      Question 1

      Meta’s evaluation rubrics focus heavily on "Product Thinking over Fancy Math". Interviewers want to see if you can operate like a product owner with an analytical mindset, navigating messy scenarios affecting billions of users
      Answer question

      Data Scientist Interview

      May 23, 2026
      Anonymous employee
      Menlo Park, CA
      Accepted offer
      Neutral experience
      Difficult interview

      Application

      I interviewed at Meta (Menlo Park, CA)

      Interview

      The Interview Process is very structured - First Tech Screening round - 45 mins (usually can extend a bit depending on the interviewer) - 2 SQL Questions ( Medium to Hard ) - based on Joins Full Loop - 4 rounds 45 mins each. - SQL - Behavioral - Analytical Execution - stats & prob, A/B testing, case study - Analytical Reasoning - Case study

      Interview questions [1]

      Question 1

      Questions on Bayes Theorem, Probability distribution, etc.
      Answer question

      Data Scientist Interview

      May 13, 2026
      Anonymous Interview Candidate
      No offer
      Positive experience
      Difficult interview

      Application

      I applied online. The process took 6 months. I interviewed at Meta

      Interview

      Completed 3 rounds of the process, which includes the initial recruiter screen, technical, full loop, and team matching. Couldn't move past the full loop interview. The interview was very engaging, and I actually enjoyed working through the cases. No crazy questions.

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