New graduate nurses only! That is a tight market.
How often do nurses graduate? Where from? Sounds like your product is incredibly seasonal.
Seems like Facebook is not a good match. LinkedIn might be better as you can target nursing schools. Though I don’t have much experience with LinkedIn.