 In 1957, he was signed by fellow Lancashire side Blackpool, who at the time played in the Football League First Division.Caine found senior opportunities limited, and appeared in only one league match for Blackpool before leaving in 1958.Two years later, he signed for Football League Third Division outfit Coventry City.