Scaroni is a surname of Italian origin. Notable people with the surname include:
Christian Scaroni (born 1997), Italian cyclist Paolo Scaroni (born 1946), Italian businessman Silvio Scaroni (1893–1977), Italian World War I fighter pilot Susannah Scaroni (born 1991), American Paralympic athlete
See also Scaroni crime family