Wangberg or Wängberg is a surname. Notable people with the surname include:
Birgitta Wängberg (born 1939), Swedish freestyle swimmer Edvard Wangberg (1913–1983), Norwegian speed skater Lou Wangberg (born 1941), American educator and politician Simen Wangberg (born 1991), Norwegian footballer