Signay was ordained in 1802 by Bishop Pierre Denaut and began a number of years of parish duties. In 1814, he was appointed parish priest of Quebec by Archbishop Joseph-Octave Plessis. In 1825, Bernard-Claude Panet became archbishop and selected Signay as his coadjutor.