The woman apparently went overboard in the waters off Haverstraw just after 1 a.m.
Rescuers responded and heard the woman yelling in the water near the Tilcon Quarry.
Luckily, the woman was wearing a life preserver, and responders were able to pull her to safety.
She was taken to Nyack Hospital with non life-threatening injuries.