Miodrag Bozovic was born on June 22, 1968. After finishing his football career, he began coaching at the Serbian club Boras (2002–2003, 2005–2006). He coached Serbian Hajduk Split (2003-2004) and Red Star Belgrade (2015-2017), Cypriot Pafos (2004-2005), Montenegrin Budućnost (2006-2007) and Grbal (2007), Russian Amkar (2008, 2011-2012), Moscow (2009), Dynamo Moscow (2010-2011), Rostov (2012-2014), Lokomotiv Moscow (2014-2015), Arsenal Tula (2017-2018, 2021-2022) and Krylia Sovetov (2018-2020). A UEFA Pro license holder, he won the Serbian championship in 2016, as well as the Russian Cup in 2014 and the Russian Cup final in 2008.
From January to May 2024, he coached Neftchi.