Although not having a Turkish passport, Demirbay played international youth football for the Turkish Football Association. In March 2015, he was chosen by Germany U21 coach Horst Hrubesch, but was excluded from games due to injury. He was then selected for 2015 UEFA European Under-21 Championship in the Czech Republic, but did not play in any of the games.