Huntsville Stars
On June 7, 2004, the Expos traded Rivera to the Milwaukee Brewers with Peter Bergeron for Jason Childers and Jason Belcher. He was assigned to the Double-A Huntsville Stars. Rivera elected free agency on October 15, 2004.