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      Machine Learning Engineer Intern Interview

      May 15, 2024
      Anonymous Interview Candidate
      No offer
      Neutral experience
      Average interview

      Application

      I applied online. The process took 3 weeks. I interviewed at OTIV in Apr 2024

      Interview

      There're at least two/three rounds of interviews: The first was a chat with the cofounder, discussing about this opportunity briefly, including a self introduction. The second was a take-home task for training a model in a binary semantic segmentation for rails. (1 week to finish, +slides) The third was a real interview with a ML engineer. Deliver the presentation for the take-home task + some questions + brief introductions for their projects.

      Interview questions [5]

      Question 1

      Questions regarding the segmentation assignment
      Answer question

      Question 2

      Basics regarding train/validation curve with overfitting, model capacity, learning rate and batch size
      Answer question

      Question 3

      What is I.I.D and why it is important?
      Answer question

      Question 4

      What is data augmentation and how to select the augmentation methods
      Answer question

      Question 5

      Train/Validation/Test split and their purposes
      Answer question

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