Some people recommend sending follow-up emails after submitting job applications to improve your chances of getting a response. This /r/cscareerquestions thread comes to mind: I raised the response rate to my applications from 14% to 50% just by sending follow-up emails.
Here's a list of techniques I use when writing follow-up emails. YMMV.