Skip to contentSkip to footer
  • Community
  • Jobs
  • Companies
  • Salaries
  • For employers
      Notifications

      Loading...

      Elevate your career

      Discover your earning potential, land dream jobs, and share work-life insights anonymously.

      employer cover photo
      employer logo
      employer logo

      Meta

      Engaged employer

      About
      Reviews
      Pay and benefits
      Jobs
      Interviews
      Interviews
      Related searches: Meta reviews | Meta jobs | Meta salaries | Meta benefits | Meta conversations
      Meta interviewsMeta Machine Learning Engineer interviewsMeta interview


      Glassdoor

      • About / Press
      • Awards
      • Blog
      • Research
      • Contact Us
      • Guides

      Employers

      • Free Employer Account
      • Employer Centre
      • Employers Blog

      Information

      • Help
      • Guidelines
      • Terms of Use
      • Privacy and Ad Choices
      • Do Not Sell Or Share My Information
      • Cookie Consent Tool
      • Security

      Work With Us

      • Advertisers
      • Careers
      Download the App

      • Browse by:
      • Companies
      • Jobs
      • Locations
      • Communities
      • Recent posts

      Copyright © 2008-2026. Glassdoor LLC. "Glassdoor," "Worklife Pro," "Bowls" and logo are proprietary trademarks of Glassdoor LLC.

      Company Bowl sample

      Want the inside scoop on your own company?

      Check out your Company Bowl for anonymous work chats.

      Bowls

      Get actionable career advice tailored to you by joining more bowls.

      Followed companies

      Stay ahead in opportunities and insider tips by following your dream companies.

      Job searches

      Get personalised job recommendations and updates by starting your searches.

      Machine Learning Engineer Interview

      29 June 2026
      Anonymous interview candidate
      Declined offer
      Positive experience
      Average interview

      Application

      I interviewed at Meta

      Interview

      Got connected through a friend who currently works at Meta, which fast-tracked me into the interview process. The first round was a coding challenge where I tackled a task involving user-item interaction logs. The subsequent rounds included a deeper discussion on designing an ML system for video recommendations. Lucky for me, I had spent hours on prachub.com prepping, which helped me nail the coding question on similarity computations. Ultimately, I received an offer but decided to pursue a different opportunity. Overall, it was a solid experience.

      Interview questions [2]

      Question 1

      Design an ML system to rank and recommend short-form videos (Reels) in a user's feed, including how you'd choose features, handle cold-start, and pick an evaluation metric.
      Answer question

      Question 2

      Coding round: given user-item interaction logs, implement a function to compute the top-k most similar items using cosine similarity.
      Answer question

      Other Machine Learning Engineer interview reviews for Meta

      Machine Learning Engineer Interview

      6 Apr 2026
      Anonymous interview candidate
      No offer
      Positive experience
      Average interview

      Application

      I interviewed at Meta

      Interview

      Applied online. Received a recruiter screen within two weeks covering background and role fit. Followed by a technical phone screen with coding (LeetCode medium-hard, arrays/graphs). Then a virtual onsite with 4 rounds: 2 coding, 1 ML system design (recommendation/ranking system), and 1 behavioral. Interviewers were professional and gave time to ask questions. Results communicated within a week post-onsite.

      Machine Learning Engineer Interview

      24 Mar 2026
      Anonymous interview candidate
      London, England
      No offer
      Positive experience
      Easy interview

      Application

      I interviewed at Meta (London, England)

      Interview

      First stage was a screen round with behavioral and 2 leetcodes, one medium one hard, 15-17 min each. If selected, loop is 4-6 interviews. 2 desgin, 2 coding, 1 behavioral.

      Interview questions [1]

      Question 1

      idiotic questions that can't be answered in depth in 35 minutes design, like "your solution isn't going to work, how will you handle it?" yea no sht this is a baseline bro, wait 15 seconds and ill talk about the optimal one.
      Answer question