Whilst playing for Vienna in 2007, Pušić was called up to the Austrian U-20 squad in preparation for the U-20 World Cup in Canada and played his first and, to date, only international game for the Austrian U-20 team. He ultimately failed to make the squad for the tournament, and was not part of the team which went on to finish fourth.