A degree will help you get your foot in the door if you're looking for your first programming job. Once you've got some real world experience, that's going to be much more valuable than what you might have studied in school.

A lot of places (especially smaller companies, in my experience) are more interested in seeing examples of your work, even if it's a web page you designed or an open source app you've contributed to in your spare time.