 Conley's father is Mike Conley Sr. who was the Olympic gold and silver medalist in the triple jump.He is also the nephew of former American football linebacker Steve Conley.On July 5, 2014, Conley married his girlfriend Mary Peluso, whom he met at Ohio State.