The Royal Spanish Football Federation (RFEF) appointed Quereda as women's national team coach in 1988, a position he has held since, which makes him one of the longest serving football national coaches. This has led to criticisms to the RFEF of indifference for the women's national team. Under his management the Spanish team has qualified for the European Championships in 1997 and 2013. In 2014, the team qualified for their first World Cup after defeating Romania 2-0 in qualifiers. He also led the national Under–19 squad to a win in the 2004 UEFA Women's Under-19 Championship.