Jurado started 2010–11 playing eight minutes in the UEFA Super Cup win against Inter Milan. On 30 August, he opened the scoring as Atlético defeated Sporting de Gijón 4–0 at home; however, the following day, he was transferred to FC Schalke 04 in Germany for €13 million, reuniting with former Real Madrid teammate Raúl.