Sara,
Yes I think you need the "junction" table. If Applicant "A" wants to apply for postings 1, 2, and 3 then you would have three rows in tblJunction with something like:
A, 1
A, 2
A, 3
right ?
So the junction table will handle a one to many relationship of one person to many postings.
RichM