Are we talking about the big tech companies or a SWE at a non tech company?
Because ALL the big tech firms will have similar levels of TC. For example a staff SWE at Google in SF will make $267k cash and $292k stock according to levels.fyi. This cash amount can reasonably be $6000 after taxes. Note that the stock vests monthly. You can literally auto-sell the stock for an extra 100+% cash every month.
Meta vests quarterly which is still sufficiently often and they pay even more stock.
Netflix is known not to grant stock but they will pay the equivalent in cash.
Amazon has a graduated vesting policy but the annual TC is still normalized.
If $6197 is your only form of compensation per two weeks, then that’s not a big tech salary. you can go make that outside a high CoL area. But if you live in SF, it’s a reasonable cash deposit for a staff SWE (except Netflix).