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