One who does not marry, especially as a religious obligation:

Bachelor means not married but it does not link with religious purpose. Virgin is not related to marriage. Recluse means a person who lives a solitary life and tends to avoid other people. Celibate means abstaining from marriage and sexual relations, typically for religious reasons.