Recently we've started giving automatic IQ tests to everyone that applies to us - then we take the top 20-30% and look at their resumes to get 10-15 candidates for the in person interview. So far it's worked remarkably well - precisely in directing us to candidates that looked weak on their resume but turned out to be brilliant on the job.