Juan José Ferraro (5 September 1923 – 18 November 1973) was an Argentine footballer.
He played mostly in his country for Vélez Sársfield, scoring 111 goals in 238 games with the team in the Argentine Primera División, and a total of 157 goals in 303 games (counting second division matches).
Ferraro is the second top scorer in the club's history, behind Carlos Bianchi (who has 206 goals).