Career
At 1.97 m (6 ft 5 1⁄2 in), he played the shooting guard position. Šćepanović began his professional career with Budućnost Podgorica during the 1993-1994 season. In 2000, he moved to Turkey and signed with Efes Pilsen.
In the 2001-2002 season, Šćepanović played with Partizan.
Šćepanović moved to Skipper Bologna in 2002, before returning to Partizan in 2004. He then spent three years in Greece, with Panathinaikos and PAOK, and three years in Spain, with Granada and Murcia.
In February 2011, Šćepanović signed with Panellinios until the end of the 2010-2011 season. He also represented Montenegro at the 2011 International Basketball Federation European Championship in Lithuania.