A product of Valencia's youth system, Silva made his professional debut in 2004-05, with Segunda División's Eibar, while on loan from Valencia, playing 35 league games and scoring on five occasions.
In the 2009-10 season, Silva scored a career-best eight goals, as Valencia finished in third position and returned to the UEFA Champions League.