During his career he played for Jugoplastika, Crvena zvezda, OKK Beograd, and KK Borovo.
[1][2][3] Stamenković was a member of the 1975–76 Jugoplastika roster under Petar Skansi that won the FIBA Korać Cup.
After retirement, Stamenković joined a youth system of KK Borovo Vukovar as a head coach.
In the same season, his team lost to Partizan in the Yugoslav Cup Semifinals.
[1] In 1997, Stamenković moved to Belgrade, Serbia where he continued his career within youth system of clubs such as KK Sava, Mega Basket.