Except the measurement of "skill" that accounts for the income disparity is not so much "lower skill" vs "higher skill" but more "expensive skill" vs "cheap skill". I could spend the same amount of time and effort training in culinary arts and not approach the income I make writing software. That difference isn't "amount of work" or "amount of skill" but just the market price of said skills.
