[1] Rogulj started his football career at the NK BŠK Zmaj Blato on the island of Korčula,[2] before moving to the HNK Hajduk Split, where he spent most of his formative years in a generation that featured, among others, Drago Gabrić and Tomislav Bušić.

[3] He played his first senior team matches, however, in Bosnia and Herzegovina, at NK Posušje where he moved in 2005, and where he spent, apart from a half-season stint at HNK Segesta the following three years.

[4] In 2008, he moved back to Croatia, to NK Slaven Belupo, featuring soon in a 2-1 aggregate UEFA Cup second qualifying round upset against Aris Thessaloniki FC before being eliminated by CSKA Moscow.

In the summer of 2011, he moved to Austria Wien,[6] signing a 2+1 year contract, with director Thomas Parits praising his jumping, timing and tackling.

After eliminating GNK Dinamo Zagreb with 4-3 on aggregate, Rogulj played in all group matches against Zenit Staint Petersburg, Atlético Madrid and FC Porto but one.