Galaxy brain: maybe the same qualities that make a guy more valuable in the professional marketplace and qualify them to be VCs and CEOs instead of entry level SWEs (interpersonal skills, superior judgement, long-range vision, managerial skills, identifying win-win solutions and building consensus for them, etc) also make them better romantic partners. So the salary is a correlation with an underlying shared root cause, not a direct causation.