Stojanović was born in Smederevo in the then former Republic of Yugoslavia and started his football at local club FK Smederevo, where he also made his professional debut.[2] After playing for a number of Serbian and Israeli sides, Stojanović signed for Kerala Blasters ahead of the 2018-19 campaign. In his debut Hero ISL season, he played 16 matches, returning four goals and two assists. He also made 3 appearances for Kerala Blasters 'B'. In 2020 he was signed by Serbian top division club OFK Bačka after the end of hi contract with the Blasters.
Stojanović's below average performance at Blasters put him the reserve team of the club, the Kerala Blasters FC (B). He represented the B-team of the club in the Kerala Premier League,a regional state level league in the state of Kerala, that is fourth tier of football in India. He played in the 2018-19 season the league.