At 17 years of age, he was supposed to move to the HNK Hajduk Split youth team, but wishing to continue his education in a gymnasium, instead of the high school of economy that was offered to him by the club, he chose to move to Pula and join NK Istra 1961, then named NK Pula Staro Češko, instead.
Anđelković, a native of Mokošica, near Dubrovnik started his career in the youth ranks of HNK Dubrovnik 1919. He made his first team debut the following season, on the 8th of November 2006, coming in for Ivan Babić in the 75th minute of the match against Dinamo Zagreb. Anđelković remained with the club for four more seasons, as the team captain, until the expiry of his contract in June 2013, amassing when he signed a contract with the club he has rooted for since childhood, HNK Hajduk Split.
Hajduk Split
Anđelković made 25 appearances in his first season at the club, playing mostly as a holder in midfield, acting as one of the experienced leaders of the young side despite his own young age.
He left Hajduk in January 2015.
