I realize this isn't a proper answer to your question, but it reminds of a tweet from Monica Rogati:

  "A decade in academia taught me a bunch of sophisticated algorithms; a decade in industry taught me when not to use them."

Source: https://twitter.com/mrogati/status/726115691703619584