Chris Collins, associate professor of human resource studies and director of the Center for Advanced Human Resource Studies (CAHRS) discusses how to optimally structure an internal HR analytics department; key questions that the HR analytics team should be able to answer and the data requirements for these questions; and thoughts on future directions for HR analytics.