Gastón Acurio Jaramillo is the only son of Gastón Acurio Velarde, a career politician with Acción Popular party and Senator in the 1980s, and Jesúsa Jaramillo Razuri.
He has two daughters with his wife Astrid: Ivalú and Kiara.