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by kiitos 521 days ago
Of course, because the problem that's trying to be solved is that the tech industry has default, implicit biases in its hiring processes, which tend to favor the majority. Anonymization acts as a force multiplier for those defaults/biases.
1 comments

I don't understand. If gender discrimination is the cause of the disparity, anonymization should eliminate the disparity. Under an anonymous hiring process, you can't know the gender of the applicants and so you can't discriminate on the basis of gender.

If coding interviews were done with cameras off, and voice masked so gender can't be known, how would that be more subject to bias than with the camera on and the gender known to the interviewer?

When orchestras put a veil between the auditioner and the evaluators, that made the process more biased? That's new to me.

Anonymization wouldn’t work. Turns out people are very very good at picking up subtle signals that might hint at the anonymized identity likely is. What ends up happening is more discrimination rather than less. If you don’t anonymize, people will still discriminate, but they are always aware their decisions may be illegal or unacceptable. But when you anonymize, they just discriminate against anyone that has any hint of belonging to the discriminated class. And now you have given them an out plausible deniability by anonymizing. This has been demonstrably shown to be true over and over again. Anonymizing is an elementary school student solution to a complex phD level type problem
Some interviews I've encountered consisted of uploading code that gets executed on a remote server. Grading is exclusively done on the correct output, runtime, and memory usage. This is a truly anonymous interview that cannot be biased with regards to protected class. How does such an interview pick up on the protected classes of the candidate?

The hostility to anonymized interviews stems from the fact that one cannot discriminate in favor of particular demographics. This is the goal of the above commenter, as stated here: https://news.ycombinator.com/item?id=42830509

I think we're talking past each other. Tech hiring biases, implicitly, for stuff that's considered to be culturally normative. That's not just about gender labels or how someone looks. It's also about stuff like how the applicant phrases and delivers answers to questions. The high-confidence and authoritative tone used by many western white male engineers tends to be -- again, implicitly -- preferred, over, for example, a more nuanced and lower-confidence response that might be delivered by a non-western woman engineer.
Every company I worked at grades interviews based once correctness and performance. A candidate that fails to produce a working solution at all receives a worse score than one that produces a working, but inefficient solution, which get a worse score than one that has a working and optimal solution.

And again, if the bias comes from people's tone then the interview can be conducted over text. Or have a transcript of the interview that is used by the hiring committee, to ensure that a "high confidence and authoritative tone" doesn't introduce bias. Bias can be eliminated. And if the disparity remains the same, the disparity is not due to bias.

You continue to focus very narrowly on the specific details of the hiring process. I'm trying to make points about higher-level stuff, related to the intent and scope of DEI-type initiatives. From these few comments, I gather that you're not really interested in talking about any of those higher-level things, so I'll stop trying to explain them.
The specific details of the hiring process are in question. You are running away from grappling with the (increasingly likely) possibility that bias wasn't the (only) driver in hiring disparity.
The point I'm trying to make is that the details of any specific hiring process aren't really germane to the overall discussion. Hiring disparity is a metric that's measured at a much higher level than any individual organization.
You’ve explained your position and OP exposed the holes in your logic. Please don’t pretend to take the high road when someone has engaged with good faith discussion that didn’t end the way you hoped.
That's a pretty bizarre take on this dialog. But, you do you.