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LinkedIn Machine Learning Engineer Interview Experience

LinkedIn · Mid level

ResultRejected
Timespan2 weeks
DifficultyDifficult
Rounds4

Interview process

The process was quite rigorous. I went through 7 rounds in total. The interviewers were experienced and helpful and dropped sufficient hints. The feedback was great but I felt like hiring bar was very high and nitpicky.

Interview rounds · 4

  1. 1

    Recruiter screen

    1. Q1. Questions about past work experience.
    2. Q2. Why do you want to work at LinkedIn?
  2. 2

    Phone screen

    1. Q1. Given an nxn grid of 1s and 0s, return the number of islands in the input.
  3. 3

    Technical round

    1. Q1. Graph Coloring Problem
  4. 4

    Final / onsite round

    1. Q1. Design an ML system to identifying fraud.

Tips from the candidate

The DSA questions were advanced graph/array problems. Be thorough in those topics. have good intuition to translate a math problem into a coding problem

Company culture

The hiring bar was very high and specific. But the feedback was transparent.

Details

CompanyLinkedIn
RoleMachine Learning Engineer
LevelMid level
LocationIndia
InterviewedJan 2025
Questions asked5