Szczurek is a Polish surname meaning "little rat". Notable people with the surname include:

Łukasz Szczurek (born 1988), Polish biathlete Mateusz Szczurek (born 1975), Polish economist and politician Wojciech Szczurek (born 1963), Polish politician