He was an attendee at the Second Vatican Council.
Ordained in 1925, he was sent to Annam in French Indochina.
He taught at the An Ninh Minor Seminary, where he had François-Xavier Nguy?n Van Thu?n as a student.
He ordained Thu?n in 1953.
Urrutia was consecrated bishop in partibus in 1948 and made Titular Bishop of Isauropolis as well as apostolic vicar of the Hu? during the Indochina War.
He retired in 1960, near Our Lady of La Vang Sanctuary and was expelled from Vietnam in 1975 by the communists.
He spent his last years in Montbeton, France, where he died in 1979, aged 77.