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. Rumford is home to both ND Paper Inc's Rumford Mill and the Black Mountain of Maine ski resort.