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      CARVANA

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      Machine Learning Engineer Interview

      20 Sept 2023
      Anonymous interview candidate
      No offer
      Negative experience
      Average interview

      Application

      I applied online. I interviewed at CARVANA in Sept 2023

      Interview

      In my opinion, they will have to change their tech screen. They try to do a custom screen in which they think they are testing your coding abilities and basic Stats/ML knowledge altogether, but that's not possible to do in 1 hour with the way they assert. If you happen to know what to expect, it's very straightforward as you just have to review your high-school and college math/stats beforehand and even memorize some of the formulas and python library/methods, but if it has been some time since you did any linear regression or wrote a softmax function from scratch, it is frustrating to remember and apply it in a 1 hour coderpad. They also agree/think that this makes it challenging, and still think this is a good way to measure someone's tech abilities, but I don't think so. I believe this results too many FN and FP within their candidates pool through the process.

      Interview questions [1]

      Question 1

      - sklearn LinearRegression - LinearRegression on a polynomial function - write a softmax function from scratch
      Answer question
      3