Yep. Drill as large of pilot hole as you can without damaging the threads, you may need to center-punch the screw to get a good starter point so your drill won't walk off. When you drill the hole, it actually lets the o/d of the screw shrink slightly, helping to break it loose, and then your EZ Out will back it out.