There are 10's of thousands of CS majors every year, and probably hundreds of thousands of people who think being a data scientist would be "fun". No company is

There are 10's of thousands of CS majors every year, and probably hundreds of thousands of people who think being a data scientist would be "fun". No company is going to weed through that pile to find the literal "best" candidate, because acquiring that information is expensive.