I have had a great time over the past few months working with Eric Colson, Tarek Rached and Liz Cruz on an interactive animation that describes some of the many ways that data science is applied at Stitch Fix. See Eric's launch announcement for a quick intro, or just jump right in. And we've open sourced the code in case you want to play around with it yourself.
Stitch Fix is a pretty remarkable place to work as a data scientist, though understanding why requires thinking through the implications of the business model and getting to know some of the people and structures that form the Algorithms team. We hope this animated tour provides a fun and insightful guide for the former and an entry point for the latter.