In this presentation at the Strata Conference in New York this past week, John Rauser of Amazon defined the data science career by first describing a wobbling moon in the 18th century and how a scientist of the time used data to explain the motion.
He goes on to list what he sees as the essential skills that any good data scientist must develop.
