Djebour started his career at La Louviere in 2003 before moving to Greece to play for the Beta Ethniki side Ethnikos Asteras. After impressing during his 6-month spell with Ethnikos Asteras, he was signed by the Super League side Atromitos for a fee of €80K. He was offered a trial by the English Premier League side Watford in November 2006 but was not signed so, in January 2007, he was signed by Panionios were he scored 18 times in 38 appearances catching the eye of a handful of top European clubs. On August 30, AEK paid €3.15M to sign him on a three-year contract.
On November 1, 2008, Djebbour scored his first goal for AEK, a spectacular overhead scissors kick, in the 93rd minute of the game against Asteras Tripolis which gave AEK a 2-1 victory. Djebbour was released by AEK in January 2011. He signed for Olympiakos Piraeus.