Finney was born in Salford, Greater Manchester on 9 May 1936. He was educated at the Royal Academy of Dramatic Arts. Finney married Jane Wenham from 1957 to 1961. Finney married Anouk Aimée from 1970 to 1978. He married Pene Delmage in 2006. He had a son, Simon.