On 19 November 2010, Rui Jorge replaced Oceano at the helm of the Portuguese under-21s. He led them to the 2015 European Championships in the Czech Republic after ten wins in as many matches in the qualifying phase, and coached them to the second place in the finals after a penalty shootout defeat against Sweden.