Scagnellato spent his entire professional career with Padova, and was part of the cub's famous defensive line under manager Rocco – nicknamed "The Panzer of Rocco" – that contributed decisively to the best ever league placement in the history of the Venetian club, a third-place finish during the 1957–58 Serie A season.