These days I'll let my network know, cherry pick a couple of openings to apply to and if I get desperate, put my resume on Monster. I got my first programming job by working for free and only stayed in the game by resume spamming when times were bad.
Try recruiters. I get contacted by recruiters every few months asking if I know any junior candidates. It's always a possibility.