A small update on my previous post about automated tag recommendations: after much refinement, I slapped together a rails application to demo the functionality.
It worked very well, especially considering the short amount of time spent on development. People at Jobster were impressed by it, and it won the "People's Choice" award for our innovation week demos—that made me rather proud.
Here's a sample screen shot of what it suggests for my résumé: