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      Machine Learning Engineer II Interview

      1 May 2025
      Anonymous interview candidate
      No offer
      Neutral experience
      Average interview

      Application

      I applied through an employee referral. The process took 4 weeks. I interviewed at Atlassian in Apr 2025

      Interview

      Phase 1: Elimination Round The ML Craft, First Round had 2 segments 1. Discuss about an ML project of your choice from your experience - 30 Mins. 2. ML system Design question - 30 Mins Phase 2: Two 60 mins coding rounds and an ML system Design Round 1. Backend Coding - Data Structures 2. Backend Coding - Code Design 3. ML System Design

      Interview questions [4]

      Question 1

      In the first half of the interview, we discussed about different challenges I faced while building my project and how did I handle them. Asked basic question from my project.
      Answer question

      Question 2

      In the second half of the interview, I was asked to design a recommendation system for confluence, to recommend articles. NOTE: They say that they ask system design question according to the resume or our previous experience, but I havent worked on a recommendation system previously. So it might be a question based on the teams requirement. The interviewer mentioned that he has experience working on recommendation and it is his field of expertise.
      Answer question

      Question 3

      Data Structures Round: They asked stock price fluctuation from Leetcode with a little twist in the question. The focus is on what Data Structure I choose, their trade offs and Time complexity. The code should be executable along with Unit tests in 60 mins. I had a Java Developer interviewing me, I did my solution in python. The interviewers will give hints through out the interview, thus felt like a brain storming session. The difficulty of the MLE interview is equal for an SDE role
      Answer question

      Question 4

      Code Design Round: The question was something similar to the following: Let’s pretend we are in charge of a cinema. We want to figure out whether a new movie can be added to the existing schedule without removing any of the current movies. Note that: the cinema opens at 10:00 the last possible end time for a movie is 23:00 movie durations include setting up the room before the movie begins and cleaning it up afterward. In other words, if for example a movie ends at 14:00, the next movie can start at 14:00 movie start times are expressed in minutes starting from midnight, so for example, 10am would be 10*60 = 600
      Answer question