| Not the OP, but: This is actually a thorny problem. Say you have an advertising system that knows nothing about a user’s gender. This system, by construction, cannot vary its ad selections based on gender. But the system does remember whether users have expressed interest in the ads it has previously shown them. Now say you have a job that in general appeals to one gender almost exclusively. The system will, given time, learn which users are interested in ads for this job. Those users will just happen to be almost exclusively of one gender. If the ad system stops showing ads for this job to the users who have demonstrated they don’t want to see them, is that gender discrimination? One can make an argument either way. But either way, it’s not going to be a clear-cut argument. There’s some subtlety required. |
According to US employment law, yes, actually. That is something called disparate impact (unintentional discrimination), and it is illegal in the same way disparate treatment (intentional discrimination) is.