Moeller attended the University of Southern California (USC). In 1996 he was an All-Pac 10 selection and from 1994 - 1996 was teamates with former Reds infielder, Aaron Boone. He would go on to get drafted in the 7th round of the 1996 Amateur Draft by the Minnesota Twins.