A product of Real Zaragoza's youth ranks, Zaragoza-born Segura made his senior debut in the 1990–91 season with its B team, in the Segunda División B.
As a homegrown talent from Real Zaragoza's youth academy, Segura made his professional debut in the 1990–91 season, starting out with the club's reserve team competing in the lower-division Segunda División B.