Starting a job board can be an exciting journey indeed. I have heard that people make good money running a niche job board. But, again good marketing strategy is essential.
SmartJobBoard has a comparison chart - where they compare themselves with WordPress Themes.
http://www.smartjobboard.com/wordpress-job-board-theme/
Hope this will help. Good luck!