Agustín de Ahumada was the son of Bartolomé Félix de Ahumada y Ahumada and of Luisa Gertrudis Fernández de Villalón y Narvaez.
The Marqués de las Amarillas had a distinguished military career and gained renown in the wars in Italy, where he rose to the rank of lieutenant colonel in the Royal Guards.