[2] Torje made his debut during the 2005–06 season for Politehnica Timișoara against Argeș Pitești and scored on his second match, against Farul Constanța.

[6] He played his first game in Serie A against U.S. Lecce, on 11 September 2011, even though he had only five days of training with his new team,[7] and he had an impressive performance, suggesting that Alexis Sánchez may not be as irreplaceable as first thought.

[9] In order to get more playing time, on 8 June 2012, Torje signed for La Liga side Granada on a season long loan.

[11] Halfway through the season Torje was considered one of the most successful transfers in the 2012–13 La Liga, and he became a crucial part of the team.

[13] On 2 September 2013, Torje began his second journey in La Liga this time being loaned at the second major club in Barcelona, RCD Espanyol.

In June 2014, Turkish Super Lig side Konyaspor announced that they reached an agreement with Udinese to loan the player for a season.

[18] After leaving AEL at the end of 2020, Torje moved to Turkish TFF First League club Bandırmaspor in January 2021.