Chierchia is an Italian surname. Notable people with the surname include:

Gennaro Chierchia (born 1953), Italian linguist Giuseppe Chierchia (1952–2024), known professionally as Pino D'Angiò, Italian singer-songwriter Luigi Chierchia (born 1957), Italian mathematician