I think you're not giving us enough information. Do you have numbers/percentages for each stage?

Is the problem that you aren't getting enough applications? At what stages are you filtering what percentage of applicants? This can help you debug your process ;)

Sorry, since this may be beating a dead horse, but ... Are you sure your salary/TCO is actually competitive (and wins some of the competitions ;)?