After emerging through Rayo Vallecano's youth system, de la Vega went on to play with amateur sides RSD Alcalá and AD Alcorcón, also from his hometown of Madrid, until well into his 20's.
In late December 2009, unsettled de la Vega was loaned to another side in the second level, SD Huesca, until the end of the season.