Career
Ejupi started his career at FK Vardar, where he remained until 2010 when he joined FK Metalurg Skopje. At the beginning of 2012 he moved to Turkey, joining Kartal South.K., but left in May of the same year, not earning a single cap for the team That summer Ejupi joined FK Shkëndija, and proved to be in good scoring form, ending up as the number two scorer of the Macedonian First Football League, second only to Jovan Kostovski.
He remained in form the following season, scoring 15 goals, trailing only behind Dejan Blaževski with 19 and Borče Manevski with 17.
In the summer of 2014 he moved abroad again, joining the Thai team Songkhla United F.C.