Equality means equal chance at any job given equal pertinent merits. In studies where gender is disguised, women are chosen as often as men. In screened musical tests, women are chosen more often than when seen by judges.
And there is the obvious biases. On airplanes, where a passenger suffers a problem and a doctor is asked for among the passengers, black female doctors are ignored in favor of white male doctors, white female doctors, and even general pharmacists. Bias is against the idea of black female doctors.
We will have a fair society when all bias is eliminated.