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      Carnegie Robotics

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      Software Engineer - Computer Vision Interview

      5 Aug 2022
      Anonymous employee
      Pittsburgh, PA
      Accepted offer
      Positive experience
      Difficult interview

      Application

      I applied online. The process took 1 week. I interviewed at Carnegie Robotics (Pittsburgh, PA) in Feb 2022

      Interview

      The interview process was divided into 3 stages: one phone screen, 2 online interview, and a day of on-site interviews. The phone screen was pretty straight forward -- a brief background check, some basic technical questions about ML/CV, and gauging my interest in the company. The online interview questions touched on programming language proficiency, ML background/technical questions, and analysis skills. For the on-site day, I was asked to do a ~20 min presentation (leaving ~40 mins for a followup discussion). Afterwards, there was a company tour followed by 4 technical interviews.

      Interview questions [1]

      Question 1

      I expressed interest in computer vision and mathematics, so my questions included the following topics: vector/linear algebra, calculus 3 (some basic proofs), computer graphics, geometry/trigonometry, leetcode-style questions, camera systems, buffer streams, ML-related questions (network architectures for a given problem, how to design/formulate an ML problem), and some questions related to my past research in CV.
      1 Answer