In 1992, at age of 31, he became the head coach for Zadar that played in the Croatian League and the EuroLeague.

His first international position was the head coach of the Polish First Division club Anwil Wloclawek with which Jusup took part in the Saporta Cup.

[1] In July 2005, Jusup signed with the German club Telekom Baskets Bonn, but after only six months terminated the contract.

In January 2010, Jusup led Bosnian team Široki Eronet for only one week before returning to Zadar for the fourth time.

[5] In April 2018, Jusup signed with Široki of the Bosnian League for the third time in his coaching career.