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Job Applicant Resumes Are Effectively Impossible to De-Gender

unite.ai

11–20 of 108 posts

Re: Job Applicant Resumes Are Effectively Impossible to De-Gender

#13
post #2

> The model had learned through historical hiring data that men were more likely to be hired, and therefore rated male resumes higher than female resumes. A lot of machine learning sounds like the computers are just cargo-culting. But this concrete example is spectacularly so.

> A lot of machine learning sounds like the computers are just cargo-culting.

That's precisely what ML is. Though to be fair, interviewing done by real humans is also largely based on cargo culting.

Re: Job Applicant Resumes Are Effectively Impossible to De-Gender

#14
post #11

Automation should be removed from the hiring process.

But to which level? Basic automation, i.e. sorting by proficency is not really done better by a human than machine. The problem doesn't lie in automation but how we apply it. Don't blame the tool, blame the user.

I think there is a lot of room for removing overautomation and creating transparency. Though just outright abandoning automation would hurt even more since human routines are even harder to evaluate/ make transparent.

Re: Job Applicant Resumes Are Effectively Impossible to De-Gender

#15
post #12

FWIW at least at the company I work this gives women an advantage. I get a nice bonus for anyone I recruit but recruiting a woman also increases my managers KPI.

That's literally the worst.

No, compared to what I hear from other places there is no hate against men compared to what sometimes get described here; it is just that women are preferred and get slightly higher pay on average if my contacts in management are to be believed, but keeping women on board is a priority and also they pay us men very fairly.

Re: Job Applicant Resumes Are Effectively Impossible to De-Gender

#16

FWIW at least at the company I work this gives women an advantage. I get a nice bonus for anyone I recruit but recruiting a woman also increases my managers KPI.

We have quotas we need to fill. Hiring a white male is basically a nonstarter without prostrating yourself before HR

Re: Job Applicant Resumes Are Effectively Impossible to De-Gender

#18

FWIW at least at the company I work this gives women an advantage. I get a nice bonus for anyone I recruit but recruiting a woman also increases my managers KPI.

We have quotas we need to fill. Hiring a white male is basically a nonstarter without prostrating yourself before HR

We happily take anyone qualified and I get my bonus. But as mentioned, percentage of female employees is a KPI and it makes my boss looks good and it makes the CEO happy in all hands meetings.

Re: Job Applicant Resumes Are Effectively Impossible to De-Gender

#20

FWIW at least at the company I work this gives women an advantage. I get a nice bonus for anyone I recruit but recruiting a woman also increases my managers KPI.

We have quotas we need to fill. Hiring a white male is basically a nonstarter without prostrating yourself before HR

>Hiring a white male is basically a nonstarter without prostrating yourself before HR

I struggle to believe what I'm reading.

I'm just curious what people of future will think about this.

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