 Bourke was named as a Canon of the Cathedral of Tuam in 1872.During his stay at St. Jarlath's, he acted for some time as private secretary to Archbishop MacHale.In 1878, Bourke served as parish priest of Kilcolman, Claremorris, Diocese of Tuam.