This can be stated more generally:
If you didn't explicitly control for it, your results probably only reflect selection bias.
If you didn't explicitly control for it, your results probably only reflect selection bias.
For instance, let's a dev with a really unremarkable resume gets paid significantly less than his coworkers in a really hot subfield because all his coworkers have a top-10 stem degree, research with top professors, and work experience at really hot startups. It's likely if he is a decent negotiator the underpaid dev's compensation will eventually revert to the mean. That will be the compensation of an extremely marketable dev if he can sell himself as a dev with really valuable experience.