Club Atlético Independiente
In Argentina, Valencia played for Rosario Central where he managed to score four times during his 14 games. Next year, he would play for Club Atlético Independiente on loan. After negotiations for a full contract between Valencia's agent and Club Atlético Independiente broke, Valencia was signed by Manizales' side Once Caldas on 9 August 2016.