Killip is a surname of Manx origin, meaning "Philip's son". Notable people with the surname include:
- Ben Killip (born 1995), English footballer
- Bert Killip (1879–1941), British socialist activist
- Ellsworth Paine Killip (1890–1968), American botanist
- Chris Killip (1946–2020), Manx photographer