With Marsaxlokk front-runners and the season drawing to a close, Bogdanović found himself well ahead in the goalscoring charts and scored the final goal in a 4–1 defeat of second-placed Sliema Wanderers.
In August 2008, Bogdanović signed a two-year deal with Bulgarian club Lokomotiv Sofia, following a successful trial.
He appeared as a second-half substitute in a friendly match against Israeli outfit Maccabi Petah Tikva, a game in which Lokomotiv came out 1–0 winners.
Bogdanović began talks with Sheffield United, before eventually signing a two–year deal with the club at the start of June 2010.
[8] Despite being a relatively high-profile signing he found it difficult to break into the first team and although he made 33 appearances during his first season, the majority were from the bench in the very latter stages of games.
[11] Despite this Bogdanović was unable to make the breakthrough into the first team and joined Rochdale in a 28-day emergency loan deal on 2 January 2012, citing that the opportunity to link up with Rochdale's assistant caretaker-manager Ryan Kidd, with whom Bogdanović had worked whilst at Barnsley, had been a major factor in making the decision to join the Dale.
[12] On his début, the same day, he started the game, scored and was named Man of the Match against Preston North End in a 1–1 draw.
In August 2012 he was linked with a return to English football with Portsmouth but the move failed due to failure to agree terms.
[16] He represented his country in 5 FIFA World Cup qualification matches[17] and 18 UEFA European Championship qualifying games.