Theoretically, anyone who analyzes data to do science could call themselves a data scientist. But to me, that term also implies the use of computers. So, it’s data plus computers that makes someone a data scientist in my mind. 

I also tend to apply a slightly narrower definition: I think of a data scientist as someone who’s concerned with deriving hidden knowledge from data trends and then making predictions based upon them...