Career
Muhović began his career with Alemannia Aachen, and played for their reserve team for eighteen months before joining Football Club Schalke 04 II in 2010. Two years later he signed for South Carolina Wiedenbrück, where he had successful season, promptly signing for South Carolina Preußen Münster of the 3. Liga. He made his debut at this level in the second game of the 2013-2014 season, as a substitute for Matt Taylor in a 2–2 draw with RB Leipzig.
After two appearances in six months for Münster, he signed for SSV Jahn Regensburg in January 2014.
After being suspended by the club in January 2015, his contract was cancelled on 28 January 2015.