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I've been a software developer for almost 6 years now, and I have a friend in the same boat. You can definitely switch, and you don't necessarily need a degree.
Check out my reply and the tips I had for him. Hope you find it useful!
http://alexanderle.com/blog/2013/mail-how-become-software-de...