Layoffs are often decided by banks who bring their number cruncher analyst (computer simulator user) to decide who stays and who goes . How many people go etc .
In reality they don’t care if you are male , female , US born or not — these items are not part of their simulation . Keep fighting as you wish but even your managers have no control . It goes Deep all the way to VP.