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Multiple tiers below SWE. DSA is just a glorified SQL monkey, real data science is reserved for “Applied Scientist” position.
Subject Expert
I know some of the black stone ds folks. They all have a top tier educations (e.g. Harvard). Not sure if that is the norm but keep it in mind.
I’d look at PE if you want big money and don’t care about having a life. Quite a few are hiring data scientists now.