The population of Welsh was 3,226 at the 2010 census. It is part of the Jennings Micropolitan Statistical Area.

Jefferson Davis Parish Public Schools operates public schools in Welsh. Schools serving Welsh include Welsh Elementary School (PK–5) in Welsh, Welsh - Roanoke Jr. High (6–8) in nearby Roanoke, and Welsh High School (9–12) in Welsh.