Data Scientists emerged about four years ago as THE must-have employee. Everyone in tech scrambled to brush off the old statistics books from courses they’d taken in college, spent some serious time relearning Python Pandas and R, learned the latest in Machine Learning theory, and bought new lab coats for good measure. I know I did.