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      Machine Learning Infrastructure Engineer Interview

      13 Oct 2021
      Anonymous interview candidate
      No offer
      Positive experience
      Difficult interview

      Application

      I applied online. I interviewed at Telsa

      Interview

      The tech lead described Telsa's infrastructure for AutoPilot. The entire ML platform is built in-house on-prem, not in the cloud. They have huge clusters. They may even consider building their own chip. They have a few senior engineers for developing the ML infrastructure.

      Interview questions [1]

      Question 1

      System type questions: - Module variable scope vs. function variable scope. Defined a variable in the module, and then defined a variable with the same name in a function, and asked what value would be seen in or outside of the function. = How does Python deal with integer precision? - How to determine the precision of a float in Python? Eg. 32 vs 64 bit? (Hint take diff and see how the diff is rounded)
      Answer question