Silva was born in Arguineguín, Gran Canaria, Canary Islands, to Fernando Jiménez, a former municipal police officer who eventually was responsible for the safety of the Valencia CF stadium, and Eva Silva.
Silva began playing football in the youth team of UD San Fernando, near Maspalomas.