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      Computer Vision Researcher Interview

      13 Jan 2025
      Anonymous interview candidate
      Jerusalem, Jerusalem
      No offer
      Positive experience
      Difficult interview

      Application

      I applied online. I interviewed at Lightricks (Jerusalem, Jerusalem) in Jan 2025

      Interview

      1. Hiring manager phone screen - tell me about yourself, about your research. 2. Zoom interview - research and science questions, mainly in the field of computer vision. 3. Take home test - a week of submission. 4. Physical interview - questions about the take home test + ideas to improve it.

      Interview questions [2]

      Question 1

      2. On the zoom interview - Design a colorization model (given a grayscale image, predict its color).
      1 Answer

      Question 2

      3. Take home test - implement a method of Facial landmark localization from a paper called 'Supervised Descent Method and its Applications to Face Alignment' from 2013. Note - the instruction they provide implies it's more of a coding task, but they actually expect you to have a deep understanding of everything: * How the SIFT/HoG descriptors are computed and why? * Why augmentations are needed? * What's better to have and why (in terms of prediction accuracy) - one model to predict all landmark points or a different model for each point.
      1 Answer
      3