The Town of Randolph is a suburban city in Norfolk County, Massachusetts, United States. At the 2020 census, the city populatio…The Town of Randolph is a suburban city in Norfolk County, Massachusetts, United States. At the 2020 census, the city population was 34,984. Randolph adopted a charter effective January 2010 providing for a council-manager form of government instead of the traditional town meeting. Randolph is one of thirteen Massachusetts municipalities that have applied for, and been granted, city forms of government but wish to retain "The town of" in their official names.