Well, for one, it's more dangerous than programming. I've heard that welders with SCUBA-diving training make a ton of money (easily $100k/year) simply because the job is quite risky.

The Bureau of Labor Statistics actually has a really nice website with more info: http://www.bls.gov/oco/ocos226.htm