The point is that you don't get to keep much of it. Basically, unless you're making >$200k or so (which is def possible and not st all unreasonable for engineers or management out here) , you might be able to save more post-tax post-expenses elsewhere.
The real game to be in here is real estate. Don't mine the gold, sell the shovels.