Miller spent the last three seasons as the head coach at Xavier, the same place he started his head coaching career in 2004. In between his two stints at Xavier, he served as the head coach at Arizona, making it to the Elite 8 three times in 12 seasons with the Wildcats.
In 20 seasons as a head coach, Miller has a 487–196 record, a 71% winning percentage.