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      Data Scientist Interview

      Aug 6, 2021
      Anonymous interview candidate
      London, England
      No offer
      Neutral experience
      Difficult interview

      Application

      I applied online. The process took 4 months. I interviewed at Meta (London, England) in May 2021

      Interview

      You need to algorithms very also. Also you need to be familiar with modern data science frameworks and trends. I suggest to solve as many problems on leet code as you can. Also Grooking the system design interview is a very useful source for system design interview preparation

      Interview questions [1]

      Question 1

      five stages: 2 coding sessions system design interview ML system design interview behavioural interview
      Answer question

      Other Data Scientist interview reviews for Meta

      Data Scientist Interview

      Jun 30, 2026
      Anonymous interview candidate
      Menlo Park, CA
      No offer
      Positive experience
      Average interview

      Application

      I interviewed at Meta (Menlo Park, CA)

      Interview

      Conversation with recruiter in email. Technical screening round where they ask about SQL and product sense. Onsite-Loop with four rounds. They ask about SQL, Product Sense, Statistics, Behavioural questions. The difficulty is average.

      Interview questions [1]

      Question 1

      SQL, Product Sense, Statistics, Behavioural round
      Answer question

      Data Scientist Interview

      Jul 1, 2026
      Anonymous employee
      Accepted offer
      Positive experience
      Easy interview

      Application

      I interviewed at Meta

      Interview

      The technical round kicked off with a design question about A/B testing for Facebook Reels, which I found engaging. Then, I tackled a SQL query on user comments and how to account for novelty effects in ongoing experiments. Thankfully, I had prepared with the company-specific questions on PracHub, and it made a real difference in my confidence. The entire process felt smooth, and after some behavioral questions, I received an offer that I happily accepted.

      Interview questions [3]

      Question 1

      Design an A/B test for a Facebook Reels ranking change and describe how you would interpret the results
      Answer question

      Question 2

      Write a SQL query to find users who commented on their own posts within twenty-four hours of publishing
      Answer question

      Question 3

      How would you detect and correct for novelty effects in an ongoing A/B experiment on Instagram
      Answer question

      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