Chillida is a Spanish surname that may refer to the following notable people:
Eduardo Chillida (1924–2002), Spanish Basque sculptor Gonzalo Álvarez Chillida (born 1958), Spanish historian José Corbató Chillida (1862–1913), Spanish Roman Catholic priest Miguel Chillida (born 1963), Spanish water polo player