The only "fair" way to hire at the airlines, with respect to equal rights, is to tally the percentages of specific groups who have a commercial or soon to be atp. Take those percentages and require all airlines to have atleast that percentage of pilots from that specific group. If this were done, not one major would ne required to hire another female or minority for quite some time.