[4] In July 2007, Risueño moved to Atlético Monzón, but signed for fellow fourth tier side CF La Nucía the following 31 January.

[7] In July, he became a manager and sporting director of UD Almansa, but was dismissed from the club three days after his presentation due to his lack of a coaching license.

[10] In June 2016, after managing to avoid relegation with the club in the Regional Preferente de la Comunitat Valenciana, he left to become a sporting director at Segunda División B side CE L'Hospitalet.

[19] He led the club to a top tier promotion as champions, defeating Fortaleza CEIF in the grand final, but Patriotas announced his departure on 11 December.

[20] On 31 January 2024, Risueño returned to his home country after being named manager of Atlético Saguntino in the fourth tier,[21] but left on 11 April, after just ten matches, for "purely non-sporting reasons".