David Vitoria is a Swiss former professional road cyclist. He resides in the town Albacete by Ossa de Montiel and was a training partner of fellow professional cyclist Óscar Sevilla.

He turned professional at the age of 22 with the Swiss team Phonak. Later he joined the still modest BMC Racing Team. In 2008 he raced as an amateur (with the Universidad Politécnica de Valencia Bancaja) but returned in 2009 with Rock Racing alongside Óscar Sevilla.

For the season 2010 the UCI ProTour team Footon–Servetto–Fuji signed him thus taking the leap into the professional class. He retired in 2011.