Spain's Banco Bilbao Vizcaya Argentaria is launching an aggressive bid to expand its investment bank in Latin America, Asia and the US, a move that seeks to take advantage of its existing footholds and the weaker position of some rivals.

The bank, the second-largest in Spain by assets, is better known for writing mortgages and taking deposits than for rainmakers and trading desks.