 Fairbairn was born at Melbourne Australia, the son of Thomas Fairbairn, a pastoralist and his wife Lena Carmyle.He was also the nephew of rower Steve Fairbairn.He was educated at Eton College and Jesus College, Cambridge and rowed for Cambridge in the Boat Race in 1908.