Career
Bourabia made his professional debut for Grenoble Foot 38 on 7 November 2009 in a Ligue 1 game against Monaco. In June 2015, Bourabia signed a two-year contract with Varna. On 12 August, he scored the only goal in a 1–0 victory over Ludogorets Razgrad in the Bulgarian Supercup.
On 11 January 2016, Bourabia signed with Levski Sofia on a three-year deal.