what county is rutherford college in
Rutherford College, North Carolina. From Wikipedia, the free encyclopedia. Rutherford College is a town in Burke County, North Carolina, in the United States. As of the 2010 census, the town population was 1,341. It is part of the HickoryâLenoirâMorganton Metropolitan Statistical Area.