What is the masculine of prioress?

In English there are no masculine or feminine forms. English uses gender specific nouns for male or female.

The noun 'prioress' is a gender specific noun for a nun in charge at a convent.

The corresponding gender specific noun for a monk in charge at a monastery is prior.