With Serbia's junior national team, Aranitović won the silver medal at the 2013 FIBA Europe Under-16 Championship and the bronze medal at the 2014 FIBA Under-17 World Championship. He also played at the 2014 FIBA Europe Under-16 Championship, 2015 FIBA Europe Under-18 Championship and the 2015 FIBA Under-19 World Championship.