The team was re-established in 2001 though they did not become an official section of the club until 2005. After playing three seasons in regional leagues, between 2004 and 2006 Atlético earned two successive promotions to reach the top category. Quickly consolidating themselves in the top half of the table, they secured fourth place in 2009–10.
