That seems like a wild assumption to make.

Statistically? I don't think it's that wild.

If you prefer it, salaries correlate with years of experience, and the latter surely correlates with skills, right?

(No, this doesn't mean that every 10 years XP dev is better than a 3 years XP one, but it's definitely a strong correlation)