My employer isn't public, but is a large insurance company. The issues with working for a large company is bureaucracy and corporate lethargy. Of course this depends on your team, the company, etc.

And while you might have job security, that can be tenuous as well. Really just depends on how savvy you are at promoting yourself and managing up.