Is there anyone around that "does data science" for a living that can talk about what it is they do exactly? I'm under the impression that "data scientist" is

Is there anyone around that "does data science" for a living that can talk about what it is they do exactly? I'm under the impression that "data scientist" is as ambiguous a term as "designer". What's the minimum amount of math or statistics required to be labeled a data scientist? And what's the minimum amount of programming too?