During the winter break of the 2014–15 season, Radović returned to Serbia, this time by joining top-flight side Vojvodina. He made his debut in the 2014–15 Serbian SuperLiga on 29 April 2015, in a game against Voždovac.[1] On 12 January 2016, Vojvodina and Radović mutually terminated the contract.[2]
On 20 January 2016, he signed a one-and-a-half-year deal with Olimpik.[3] After Olimpik, he again went back to Serbia and played for Voždovac and Zemun, before signing with Radnik Bijeljina on 29 May 2017.[4] Radović left Radnik in June 2020 after his contract with the club expired,[5] winning three Republika Srpska Cups during his time at the club.
On 5 August 2020, he signed a two-year contract with Velež Mostar.[6] Radović made his official debut for Velež in a league match win against Krupa on 15 August 2020.[7]
On 1 July 2022, he signed for Latvian club Liepāja.[8] After half a season, he left the club.[9]
On 16 January 2023, he returned to Bosnia and signed for Sarajevo.[10]
On September 10, 2024, Radnički 1923 announced that they had signed a one-year contract with Radović.[11]