I'm not sure this is a very charitable characterization. If you value stability highly, the downside of failure is considerable. It is true that risky jobs tend to pay higher, but the stable ones don't necessarily involve rote work. For instance, HR at a big company is stable as anything, but almost every case is a special case--only a few things can be done by rote.
And it's like 2/3 women.