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      Data Scientist Interview

      31 Jul 2016
      Anonymous interview candidate
      Tel Aviv-Yafo
      No offer
      Positive experience
      Difficult interview

      Application

      I applied through an employee referral. The process took 2 weeks. I interviewed at Meta (Tel Aviv-Yafo) in Jun 2016

      Interview

      All around nice people and HR was excellent! At every stage they were clear and transparent. Round 1: phone screening with basic logic questions. Checking that I knew basic probability, dependant and independant, stats concepts. Total time was 15-20 minutes. Round 2: in-person 1:1. Product analytics case study. If we were to add X feature to Facebook, how would you measure if it was a good idea or not? A discussion ensued with each step leading to the next. Total time was an hour. Round 3: a series of 1:1 interviews over the course of a day. Some in person, some video conf. Two case studies like above, 1 math (mostly probability and stat concepts), 1 SQL analysis, 1 SQL ETL. I did not get an offer. HR did call me afterwards and reviewed the feedback from each interview. Super nice folk and I'm ok with their setting a very high bar to enter. Was told that I could check back next year.

      Interview questions [3]

      Question 1

      In Mexico, if you take the mean and the median age, which one will be higher and why?
      2 Answers

      Question 2

      If you draw 2 cards from a shuffled 52 card deck, what is the probability that you'll have a pair?
      2 Answers

      Question 3

      Given a table that each day shows who was active in the system and a table that tracks ongoing user status, write a procedure that will take each day's active table and pass it into the ongoing daily tracking table. Possible states are: * user stayed (yesterday yes, today yes) * user churned (yesterday yes, today no) * user revived (yesterday no, today yes) * user new (yesterday null, today yes) Note: you'll want to spot and account for the undefined state.
      1 Answer
      11

      Other Data Scientist interview reviews for Meta

      Data Scientist Interview

      23 May 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

      15 May 2026
      Anonymous interview candidate
      Declined offer
      Neutral experience
      Easy interview

      Application

      I interviewed at Meta

      Interview

      A friend who worked at Meta recommended I apply, which led to a direct connection with the hiring team. My interview journey included a technical screen focused on product metrics and a behavioral interview. The final round faced me with a practical question about measuring success for a new push notification feature. Funny enough, I had found similar questions in the company-specific prompt section on PracHub, which helped me approach it confidently. Ultimately, I received an offer but decided to decline it for personal reasons.

      Interview questions [1]

      Question 1

      How would you measure the success of a new push notification feature on Instagram? Walk through your primary metric, guardrail metrics, how you'd design the A/B test (randomization unit, sample size, duration), and the tradeoffs between short-term engagement lift and long-term retention impact.
      Answer question

      Data Scientist Interview

      13 May 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.