 Džeko was born in Sarajevo, SR Bosnia and Herzegovina, at that time part of SFR Yugoslavia, to Bosniak parents Midhat and Belma.He stated that his family was always supportive throughout his career, especially his father, who took him to training sessions while he was at Željezničar.His father also played professionally in Bosnia and Herzegovina.