A physical and dominant defensive midfielder, Ferrario became a starter at Juventus, winning the position from Carlo Parola. At Juventus he won two Serie A championships, the first in 1952 and the other in 1958 as well as one Coppa Italia before ending his career with cross-city rivals Torino at thirty-five years of age.