Skalberg is a surname of Swedish origin. Notable people with the surname include:
Jens Skålberg (born 1985), Swedish ice hockey player Oscar Skalberg (1929–2006), Australian rules footballer
See also Jesper Skalberg Karlsson (born 1993), Swedish politician