For the Town of Sheldon in Monroe County, Wisconsin, see Sheldon, Monroe County, Wisconsin. Sheldon is a village in Rusk County, Wisconsin, United States. The population was 256 at the 2000 census. Sheldon is located on the north bank of the Jump River.