Palermi is a surname. Notable people with the surname include:

Amleto Palermi (1889–1941), Italian film director and screenwriter Giovanna Palermi (born 1964), Italian softball player Manuela Palermi (born 1942), Italian politician and journalist

See also Palermo (surname), another surname