Rumford is a town in Oxford County, Maine, United States. Rumford is included in the Lewiston-Auburn, Maine metropolitan New England City and Town Area. The population was 5,858 at the 2020 census. It contains the census-designated place of the same name. Rumford is home to both ND Paper Inc's Rumford Mill and the Black Mountain of Maine ski resort.