On 23 August 2005, he assisted Valentin Iliev who headed in a goal to secure a prestigious 1:0 away win for CSKA Sofia against Liverpool F.C.

Whilst at the club, his team became the champion of the Bulgarian A Professional Football Group in the 2005 and 2008 seasons.

Yurukov made his official debut for the Sailors in the match against UE Sant Julià in the UEFA Cup on 17 July 2008.

On 31 July 2008 he scored his first goals for Cherno More in the second leg against UE Sant Julià on Estadi Communal in Aixovall.

[8] Until leaving the team on 22 September 2020, Yurukov served at different times as head coach and assistant at the club.