Novković began his career with FK Jedinstvo Ub in the Second League of FR Yugoslavia.

[1] In 2007, he went abroad to Russia to sign with FC Luch-Energiya Vladivostok of the Russian Premier League, where he played 51 matches and recorded two goals.

[2][3] He returned to Serbia in 2010 to play in the Serbian SuperLiga with FK Sloboda Point Sevojno.

[6] In 2013, he helped London secure a postseason for the first time since the 2000 CPSL season by finishing seventh in the overall standings.

He featured in the quarterfinal match against York Region Shooters, where London won in a penalty shootout.