Try to make contact in person or via social media with anyone who works in the department, division, and or location. Establishing communication with someone inside eventually leads to contact information for the hiring manager.

I learned that if you're able to log back into the application page after you apply some companies allow access to check up on your application status.

Be politely consistent. Use first names for reception employees screening the calls and always ask for best time to return call.