In January 2008, Radovanović was transferred to Italian club Atalanta. He failed to make his Serie A debut through the remainder of the 2007–08 season, being an unused sub in five games. While at Atalanta, Radovanović was also sent on loan to Pisa, Bologna, and Novara.