With everything dropping data, data scientists and data analysts are in demand. But what do they do, and what should they be able to do? In this book, Brain Liou, Tristan Tao and Elizabeth Lin have interviewed several data scientists and data analysts on what they do in their jobs. Good reading for all, not just the ones considering this as a career option. 

http://www.analyticshandbook.com/