In addition to calling college football games, Gilmore is also a practicing attorney in the San Francisco Bay Area. His father, Carter Gilmore, was the first African-American elected to the Oakland, California city council; and his wife, Marie Gilmore, was elected as the mayor of Alameda, California in November 2010.