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Comment by wheaties
One confounding factor not considered here is the number of "senior" engineers with less than 4yr work experience. Seriously, title inflation is just as rampant if not more in the tech sector than wage inflation. So how do you account for Senior Engineer vs here's a job we'll just add this nice title to.