The wealth of faculty searches in computer science during this hiring season for positions starting in the Fall of 2016 again affords the opportunity to study areas of computer science where departments are choosing to invest in new faculty hires. While the number and areas for faculty searches does not necessarily translate into the same for faculty hires, we believe that they provide insight into current and future needs within the discipline.