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We have received similar feedback on this very issue, and since then, we have spoken to the hiring leaders within the Analytics space about being being more clear in our questions - even though Data Engineer and Analytics are very closely related at Carvana! Also, when a candidate lacks experience in some areas (which this candidate admits that they did in this post), sometimes we do ask various types of questions to get a broader understanding of that person's background and aptitude. Regardless, we are sorry that the experience felt disorganized, and we will work on that.