A native of Naples, Ferrara began his career with the youth system of hometown club Napoli in 1980.
In the summer of 1994, Ferrara transferred to Turin-based club Juventus under coach Marcello Lippi, and was quickly introduced into the starting XI, making over 40 total appearances for the club in all competitions in his first season, scoring one goal.