P/S/A: If you are smart and underemployed, you can very quickly check to see if you are a natural computer programmer by pulling up a page of Python source code and seeing whether it looks like it makes natural sense, and if this is the case you can teach yourself to program very quickly and get a much higher-paying job even without formal credentials.
Here is the above-mentioned page of python code (IMO)
http://learnxinyminutes.com/docs/python/
Also, you can build confidence and to some degree (increasingly) credibility by taking online courses at udacity, coursera, and edx.
Feel free to PM me if you want more specific info, I sort of fell into knowing a bit about this. I also do a lot of interviewing at work.
Hrrm. I don't think it's that simple. Looking at that page, I imagine nonprogrammers wonder:
P/S/A: There are single sentences which can create life-changing amounts of difference.