Mileham is a surname. Notable people with the surname include:

Harry Mileham (1873–1957), British artist Kevin Mileham (born 1971), South African politician Lacy Barnes-Mileham (born 1964), American discus thrower Matthew Mileham (born 1956), British hammer thrower