It seems like this is measuring algorithms against the disparate impact standard of all demographic groups needing to have the same aggregate results.
Which is weird because the samples to this are applications, not humans, so this is subject to bias in how people apply to these positions. So if a demographic group is more likely to apply to some jobs they are not qualified for, this paper would say they are being discriminated against.
On top of all this, there isn't even really a claim that the algorithms are picking up on anything demographic related. One of the vendors they look at pymetrics, which makes players play abstract games and uses that to pre-screen people.
This sort of thing needs to be illegal. We saw a similar thing wtih RealPage. So many corporate landlords use it that it essentially becomes anticompetitive price-fixing.
I've heard a claim that an issue with these ATS AI Systems is that your CV gets scored and that score is cached for some period from 3 to 12 months. So any application with a completely different company with your name will just yield the exact same score. If true, it means that if you score badly for whatever reason, you're going to get auto-rejected by every company that uses that system before ever being seen by a human.
This seems to fit anecdotal data where people have applied for hundresd of jobs and never gotten anything other than an automated rejection. But obviously that's not proof or confirmation. But if it is, it's almost like being a voncicted felon. It greatly limits your ability to find a job and that's a huge problem.
I don't know what the solution is but I hope these companies get sued for states for issueslike this where actual discrimination occurs.
Which is weird because the samples to this are applications, not humans, so this is subject to bias in how people apply to these positions. So if a demographic group is more likely to apply to some jobs they are not qualified for, this paper would say they are being discriminated against.
On top of all this, there isn't even really a claim that the algorithms are picking up on anything demographic related. One of the vendors they look at pymetrics, which makes players play abstract games and uses that to pre-screen people.
I've heard a claim that an issue with these ATS AI Systems is that your CV gets scored and that score is cached for some period from 3 to 12 months. So any application with a completely different company with your name will just yield the exact same score. If true, it means that if you score badly for whatever reason, you're going to get auto-rejected by every company that uses that system before ever being seen by a human.
This seems to fit anecdotal data where people have applied for hundresd of jobs and never gotten anything other than an automated rejection. But obviously that's not proof or confirmation. But if it is, it's almost like being a voncicted felon. It greatly limits your ability to find a job and that's a huge problem.
I don't know what the solution is but I hope these companies get sued for states for issueslike this where actual discrimination occurs.