Career
Kerrouche started his senior career playing for Air Corps Cambrai in the French CFA2. In 2007, he left the club to try his luck in the Belgian Second Division with K.S.K. Ronse. USM Alger
On 18 August 2007, Kerrouche signed a one-year contract with Algerian club USM Alger.
GFCO Ajaccio
He played the 2008-2009 season with GFCO Ajaccio in the French CFA. He made 18 appearances, scoring twelve goals.
Naval
In August 2009, Kerrouche signed with Associação Naval 1º de Maio. On 11 September 2009, he made his debut for the club as a starter in a league game against Vitória.
Swindon Town
In July 2011, Kerrouche signed a two-year contract with English Football League Two side Swindon Town, subject to international clearance. On 10 September 2011, Kerrouche scored his first goal in a 2–0 victory over Southend United.
On 24 September 2011, Kerrouche scored again against Barnet.
On 8 October 2011, Kerrouche scored again in a 3–3 draw against Hereford United. = Loan at Oxford United Oxford United need cover over striker crisis after losing strikers like Jon-Paul Pittman, Alfie Potter and Tom Craddock. After just a month-long spell, Kerrouche has returned to Swindon after his loan spell with Oxford came to an education
CS Constantine
Kerrouche returned to Algeria joining Ligue 1 side CS Constantine on a three-years deal.