In most software jobs, it's impossible to directly quantify value-added. So the engineer's salary is 100% determined by your employer's (or by proxy, manager's) opinion of how much value you add.
And those opinions are quite locally specific. In my current place, we value age and experience perhaps more than many other shops in SV. So you're right, I think it doesn't "generalize", it depends on one's work culture.
