José Ángel earned four caps for the Spain under-21 team, his debut coming in 2009. He was selected by manager Luis Milla to the squad that appeared – and won – the 2011 UEFA European Championship in Denmark, being an unused member as RCD Espanyol's Dídac Vilà played all the matches and minutes.