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Re:Amazon scraps secret AI recruiting tool that showed bias ... by commandlinefan on Wednesday October 10, 2018 @11:49AM (#18186021)
Yeah - I'm not even expressing an unpopular opinion, just asking a (leading) question: where are all these women who are chomping at the bit to get into _technical_ positions like programming but find themselves being turned away by biased recruiters? I've never even seen somebody _claim_ that they were a woman who couldn't find a tech job, just people wondering where all the women were.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by bicubic on Wednesday October 10, 2018 @12:04PM (#18186184)
Last place I worked at had to invest in additional resources to hire several females because the office was mostly male and applicants were overwhelmingly male. We did eventually find a few great female applicants, but it took a lot of work and a lot of time dedicated specifically to that goal.

There does not exist some magical undiscovered pool of talented female engineers that are being turned away by biased recruiters. It's hard enough to find any sort of talented engineers regardless of other factors. Shit, it's not uncommon to recruit from other countries and cover relocation costs these days.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by N0RMAN on Wednesday October 10, 2018 @01:33PM (#18187115)
Just being female is a qualification at your workplace?
Re:Amazon scraps secret AI recruiting tool that showed bias ... by xedrac on Thursday October 11, 2018 @01:03AM (#18191060)
I worked at a company that prided itself as a meritocracy and we produced phenomenal value for our customers. We eventually got purchased by a huge corporation, which took over our hiring processes, and told us we could no longer assess a candidate's technical skill level. Soon after that, our best employees started leaving and they were being replaced with people that improved our diversity numbers, but had very little technical capability. If you were female, black, or LGBT, you were hired on the spot. Some of the female candidates were good, but the majority of the new hires were a dead weight and the productivity of the office tanked. I am all for equality, but it's sheer nonsense to hire based on gender, race, or sexual orientation.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by notSoRandom27 on Thursday October 11, 2018 @10:49AM (#18193958)
Not the parent, but in my current company it definitely helps to be a women, more referral bonus for referring a diversity candidate (post joining), performance targets for managers related to hiring and promoting diversity candidates.

Please note there is no active discrimination against men, but preference in some cases would be to hire a women. Gender is the only criteria for diversity in here.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by softawre on Thursday October 11, 2018 @12:21PM (#18194803)
How is a preference for hiring women not discrimination against men?

Would a preference for hiring men be discrimination against women?

Re:Amazon scraps secret AI recruiting tool that showed bias ... by hnbroseph on Wednesday October 10, 2018 @02:09PM (#18187445)
a rather curious question... what prompted it?
Re:Amazon scraps secret AI recruiting tool that showed bias ... by dx87 on Wednesday October 10, 2018 @03:10PM (#18187948)
The person they're asking said that they dedicated a extra resources to try and hire female candidates because the office was all males. That implies that they were hiring specifically for gender, not for any specific skillset.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by paavoova on Wednesday October 10, 2018 @02:58PM (#18187866)
The parent post? Evidently, for whatever reason, male applicants and coworkers are a problem for their organization, so they go out of their way and invest in "additional resources" to hire female candidates from the hiring pool. They're not hiring on merit, but on gender.

How exactly do you hire for female candidates without discriminating against the "overwhelming" body of male applicants? I would be really interested to know how this goes on behind the scenes: do you have open positions but cherry pick female candidates while disregarding male candidates from the get-go?

Re:Amazon scraps secret AI recruiting tool that showed bias ... by dx87 on Wednesday October 10, 2018 @03:14PM (#18187973)
If it's anything like conferences trying to increase diversity numbers, they don't specifically target one gender, they focus their recruiting efforts on sites and locations that typically have a much higher representation, like a girls college, or a girls hacker group. That way they aren't actively saying "we won't accept male applicants", but they ensure that 90% of the applicants will be from the target demographic.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by ramblerouser on Wednesday October 10, 2018 @03:54PM (#18188301)
>We did eventually find a few great female applicants, but it took a lot of work and a lot of time dedicated specifically to that goal.

How is this not sexism? Replace female with male in the above quote and tell me it isnt sexist.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by hamandcheese on Thursday October 11, 2018 @12:31AM (#18190991)
Diversity is generally accepted to be a positive thing. Targeting women specifically furthers that goal. Targeting men specifically furthers no goal.

So yes, sexism is not symmetric. Same with race.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by ramblerouser on Friday October 12, 2018 @02:42AM (#18199724)
How much money and time goes into hiring more female septic tank cleaners? Garbage men? Construction workers? Truck drivers? If sexism isn't symmetric then feminism isnt about equality.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by s73v3r_ on Wednesday October 10, 2018 @07:25PM (#18189832)
You start looking in different places for your applicants.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by dudul on Wednesday October 10, 2018 @12:20PM (#18186325)
Can you share a little more what you did specifically to find female candidates?
Re:Amazon scraps secret AI recruiting tool that showed bias ... by TarpitCarnivore on Wednesday October 10, 2018 @02:51PM (#18187787)
Not the person you responded to, but a few hiring managers at my office found once they changed up the language in the job listing it made a huge improvement in female applications. If your staff is predominately male then you're wording will skew a particular way that may not seem inviting. Glassdor has a write up on how to go about removing gender bias with links out to studies: https://www.glassdoor.com/employers/blog/10-ways-remove-gend...
Re:Amazon scraps secret AI recruiting tool that showed bias ... by arandr0x on Wednesday October 10, 2018 @12:27PM (#18186393)
They don't need to be currently unemployed. There are certainly enough women currently employed as programmers in the US to fill all the currently open Amazon positions, it's just it would be positively insane for Amazon to offer twice the salary and work-from-home to female candidates just to have prettier numbers.

Amazon (and a lot of other big non-diverse companies) are therefore hoping what is actually happening is that they are the women's first choice already, but turn them down for some reason, and that they would not have to change a thing about their work process to attract more women, except to start seeing them.

It's obvious why companies like thinking that way, and it's possible to some extent it's true. However, the fact is, if they're playing like this it's a zero-sum game and it is not actually going to improve the diversity numbers.

On my part, I've been wondering. If all these companies want to know where the women who can code are... why not just ask them? Why do you never see a "Female Programmer's Career Survey" with questions such as "On average, over the last ten years, how long have you been looking for a job?" "Would you accept a new job for a $5k raise?" "Have you ever dropped out of a hiring process because of sexism?" Take it out there in the open. Ask the real questions.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by crooked-v on Wednesday October 10, 2018 @12:22PM (#18186339)
Re:Amazon scraps secret AI recruiting tool that showed bias ... by MetalGuru on Wednesday October 10, 2018 @02:22PM (#18187561)
What came first? Was the cast of Revenge of the Nerds all males because nerds were males and art was depicting reality, or did only men start becoming nerds become this movie had an all-male cast? I get being envious of people who had a head start with computers and feeling behind. I had zero coding experience before my first CS class in college. It sucked, but I grinded through it. It's relatively easy to catch up with determination. Probably going to be an unpopular opinion.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by dx87 on Wednesday October 10, 2018 @03:25PM (#18188057)
I'll start by saying that I agree that determination can overcome a late start, but familial and society pressures can be really difficult to overcome. My wife comes from a small southern town and wanted to be a writer and college professor, but was constantly ridiculed and chastized by teachers and family because she is a woman, so they said she should just be a nurse, or get married and be a housewife. Her family refused to help with her college education, and her dad and mom would tell her that she should quit her masters program to cook and clean while I was at work. She didn't listen to them, but a lot of her female cousins do, and just get stuck in shitty marriages and deadend jobs, never doing what they want.

Progamming is also manufactured to be a "male" profession. It used to be that researchers were males, and programming was considered womans work, like doing data entry. When companies like IBM discovered that the best programmers tended to be anti-social males, and that females tended to leave careers earlier to start a family, big tech companies focused all their recruitment on males until progamming became a "male" job. It's similar to how light beer used to be considered a womans drink, but beer companies started running ads showing football players and other masculine figures drinking it, and now it's acceptable for anyone to drink.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by keithnoizu on Wednesday October 10, 2018 @04:53PM (#18188780)
Re:Amazon scraps secret AI recruiting tool that showed bias ... by naasking on Wednesday October 10, 2018 @02:26PM (#18187602)
I think you mean that boatloads more men started signing up and drowned out female recruitment which plodded along at the original pace.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by Dirlewanger on Wednesday October 10, 2018 @01:35PM (#18187135)
It's taking a little longer than it should, but people are finally starting to realize that the actual reason there aren't as many women in software is because they've chosen not to be. They're wired differently and therefore have different interests.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by arandr0x on Wednesday October 10, 2018 @01:52PM (#18187292)
I see this argument a lot but your exposition is less inflammatory than most. Please note this: when you tell a mixed-gender group of people that all women are "wired" to not like programming, you are telling the women who do like programming (which, let's be real, is most of them on Hacker News) that they're in effect not real women (or defective women, in an engineering sense). Or that they don't count.

Since you're presumably not a woman, and they are, they object to your seeming to be taking it upon yourself to tell them what a woman is.

It's not unlikely that most women don't want to be in software. Most men don't want to be in software! But hundreds of thousands of women are, in fact, working as programmers. Whenever tech news talks about hiring women, presumably, they're talking about hiring these women. Why pretend they don't exist?

Re:Amazon scraps secret AI recruiting tool that showed bias ... by zimablue on Wednesday October 10, 2018 @01:59PM (#18187356)
"Since you're presumably not a woman, and they are, they object to your seeming to be taking it upon yourself to tell them what a woman is."

That idea is complete poison. In a debate where you're both completely uninformed, the anecdotal evidence of experience is relevant. In any discussion where reason, numbers, research are involved, the gender/race of the person making the argument is irrelevant to the argument. This current idea that only women can talk about female issues, only X about X is pre-enlightenment tribalism.

It presupposes conflict between the tribes too. If in my philosophy I believe that through reason and evidence I can understand your point of view and experiences,there's the possibility of agreement. If you really believe that I can never talk about issues affecting your tribe, or arrive at reason to an underlying truth, there's no point in talking. We might as well just fight to see whose tribe can impose power on whose.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by arandr0x on Wednesday October 10, 2018 @02:09PM (#18187441)
I'm sorry, I don't follow how your argument (which is valid) is a response to mine. I said people tend to object to being imposed an identity by people who do not share it ("all women hate programming", "all Yankees eat too much"). (And to a lesser extent they also object to the same thing by ingroup members, but are less comfortable expressing it. If my parent was in fact a woman, her viewpoint would most likely still be pretty unpopular.)

Arguments being inflammatory does not make them invalid. It is fine to have conversations that include inflammatory arguments, if they are made politely, which parent did. But ignoring that the argument is inflammatory, and/or that the group the argument refers to are in fact intelligent people involved in the discussion that may have themselves an opinion, is lacking in empathy. Rhetoric is founded in empathy; that is why it is an art, and not merely a technique.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by courir on Wednesday October 10, 2018 @02:07PM (#18187431)
>you are telling the women who do like programming (which, let's be real, is most of them on Hacker News) that they're in effect not real women

woah what? no that is not at all what he's saying. If someone tells me "most american men like the NFL" and I don't like the NFL, I would be insane to take that as someone telling me "you're not a real man" and think they're trying to "tell me what a real man is." I can see how someone who is perpetually trying to be a victim might take such a hardline stance, though.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by arandr0x on Wednesday October 10, 2018 @02:43PM (#18187726)
I hope you're actually an American who doesn't like the NFL so you can tell me how well the analogy follows.

The conversational equivalent using the NFL example would go something like this:

"Why are there no Americans at my favorite chess forum?"

"Americans like the NFL. They're just more into brute force and camaraderie, especially American men. Chess can't really appeal to them. I mean, back in the Neolithic, a modern day chess grandmaster, if he managed to not burn in the sun and see an angry cougar 15 meters away, would probably have died. American men are just closer to their nature. I have this cousin who's American, I have attempted for years to get him to play chess and no dice. Not during the season, anyway."

"I mean sure but there are American chess clubs? Some Americans like chess? Surely the cougar thing is not relevant to my original scope?"

Now, you're a chess loving American. You're not at the first poster's forum because you can't be on all the forums in the world, and it's true love of chess is not exactly common in the US. However, how would you feel reading the description of how apparently literally everyone else in America loves the NFL? Would you feel proud to be American? Would you feel like the poster who made the NFL comment is likely to be an American man? Would you be more, or less likely to read his further arguments on different or related topics, for example, his opinion on American politics?

While I'm sure that there are plenty of women who don't mind those arguments being made, and I think to an extent this forum would select for those women anyway, it remains an argument that is, in essence, 1) prone to being misinterpreted and 2) a little blind to your audience. (the subject is chess - you are talking to a chess fan - for all you know the chess fan also loves the NFL)

And those arguments are less effective than other arguments, for example, the kinds that 1) don't make assumptions of their audience and 2) are closely related to the topic.

(I realise this digression itself is totally off-topic and I'm sorry. I'm not interested in monologuing or haranguing the poster or anything. I hope it, and the little NFL parable, showed you and the people who usually make that argument without thinking about who reads it, a slightly different side, and that you may consider it if in the future you should have longer debates on relevant subjects with people whose opinion and background you don't know a priori. And thank you to anyone who read it.)

Re:Amazon scraps secret AI recruiting tool that showed bias ... by ramblerman on Thursday October 11, 2018 @08:03AM (#18192761)
I reread this three times, and what a contrived way to look at the world. You are the one coming up with all these labels, and trying to project it into other people's arguments.

Let me play the same game: I know a black guy who is president. Does that mean all black men are political? What about the one who just wants to play sports. Will we now call him an athletic black man, instead of just a black man...

You can generate endless arguments like this depending on your choice of anecdote and label.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by mrow84 on Thursday October 11, 2018 @04:44PM (#18196895)
My summary of the most recent comments in this thread:

Dirlewanger: group X have property Y arandr0x: members of group X without property Y might be offended by "group X have property Y" courir: as a member of group X without property Y I'm not offended by "most members of group X have property Y" arandr0x: <a reiteration of the previous comment> ramblerman: <rhetorically> does saying a member of group X has property Y mean all members of group X have property Y?

I think you (ramblerman) have logically inverted the main claim, which is why it doesn't seem to make sense. Behaviour in line with arandr0x' comment seems perfectly reasonable to me - few people take well to poorly fitting generalisations.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by commandlinefan on Wednesday October 10, 2018 @02:42PM (#18187716)
> that all women are "wired" to not like programming

But nobody has ever said that. They say that women are more likely to be.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by beat on Wednesday October 10, 2018 @01:42PM (#18187200)
But there are fewer women in software now than there were 30 years ago. Are women today "wired differently" from their mothers?

Single-generation changes in behavior aren't genetic. They're social.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by naasking on Wednesday October 10, 2018 @02:30PM (#18187624)
> But there are fewer women in software now than there were 30 years ago.

That's not true. Firstly, it's more like 40-50 years ago.

Secondly, there are far more women doing software development, but the gender ratio is dramatically different.

Thirdly, that's because male interest exploded with the advent of personal computing the 80s.

Lastly, "programming" as a profession used to be regarded as an offshot of secretarial work, which was dominated by women.

The facts around women in STEM are polluted with a lot of bizarre narratives.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by beat on Wednesday October 10, 2018 @03:07PM (#18187933)
Okay, so TWO generations. Big deal. It still dismisses the "born that way" nonsense argument.

"'programming' as a profession used to be regarded as an offshoot of secretarial work, which was dominated by women". Which begs the question of why women dominated secretarial work (and still do), while as programming became a more respected and better paying profession, it became male-dominated.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by naasking on Wednesday October 10, 2018 @03:38PM (#18188179)
> Okay, so TWO generations. Big deal. It still dismisses the "born that way" nonsense argument.

It really doesn't. Unless you seriously think punch card programming is the same as modern programming, or that the fact that only women were secretaries that did programming somehow provides data on the relative strengths and inclinations of women and men for programming work at that time.

Look, it's clear that you have no idea of the breadth and depth of data available on this subject, and a trite "sexism/oppression" narrative explains hardly any of it. For instance, the fact that as a nation becomes more egalitarian, the gender disparities in STEM increase, ie. Nordic countries have worse gender disparities than here, despite having less sexism, and oppressive countries like Iran actually have gender parity in STEM fields.

If you want to actually learn about this subject, I suggest reading: https://www.frontiersin.org/articles/10.3389/fpsyg.2015.0018...

The fact is, there's good evidence that women are naturally less interested in STEM-like fields due to a well known psychological attitude on things vs. people. That attitude explains facts like why medicine and law have achieved approximate gender parity overall, but surgery is still dominated by men, pediatrics and family law is dominated by women.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by beat on Wednesday October 10, 2018 @04:06PM (#18188385)
Why are you assuming I have no idea of the data available? Because I question the default narrative?

I do find it interesting and noteworthy that gender disparities have grown in STEM while shrinking in other fields. But I believe my explanation accounts for that - that STEM has become more prestigious, which draws men, which forces out women.

The "well known psychological attitude" is begging the question, which seems par for the course on responses here. Is this psychological attitude biological, or social? And if it's biological, how do we explain significant changes in professional proportions that have happened over a mere one or two generations? It seems like a very poor explanation for what you're asserting, contradicting your own stated facts.

If it's social, however, we're back to my explanation - as the prestige of formerly female-dominated careers rises, they become more attractive to men, to the point where men dominate them. It's a much simpler explanation, with no contradictions.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by naasking on Wednesday October 10, 2018 @04:20PM (#18188481)
> Why are you assuming I have no idea of the data available? Because I question the default narrative?

Because you're throwing out wild, unsupported speculation to salvage your narrative, and the original post of yours to which I replied had at least 4 elementary factual errors.

> But I believe my explanation accounts for that - that STEM has become more prestigious, which draws men, which forces out women.

That's not an explanation at all. Why would prestige drive away women? Just because there are men there? Or you think men drawn to prestige don't want women around? Or you think men just flood into any field that has some form of prestige thus drowning out women? So then why aren't the careers they left suddenly dominated by women because all the men left for more prestige? And where are all these men coming from since we have rough equal numbers of men and women? Why are janitors and dangerous jobs dominated by men since those aren't prestigious?

The fact that you think this explains anything or is free of contradictions is frankly bizarre, and just reinforces my point that if you're really interested in this field, you need to more read more and speculate less.

> The "well known psychological attitude" is begging the question, which seems par for the course on responses here. Is this psychological attitude biological, or social?

Likely both, since there's plenty of evidence of things vs. people in toddlers, and this innate preference no doubt gets reinforced and magnified.

In the end, your scoffing at the original poster and "subtly" implying that he's sexist for a remark that is actually well grounded in facts is exactly the problem with debating people on this subject.

Yes, there is sexism in STEM, just like there is in most other fields, but sexism didn't keep women out of medicine or law, they just pushed through and staked their claim. The fact that women haven't done this for STEM which is far less of an old boys' club already suggests something else is at play, and the fact that the same trends are seen across disparate cultures already suggests strongly there's a universal component.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by beat on Wednesday October 10, 2018 @04:46PM (#18188718)
Sexism kept women out of medicine and law for centuries. It's only very recently that this has changed. Women were not even admitted to Harvard Law School until 1950.

I do think there's a universal component, though, as sexism is seen across virtually all cultures.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by naasking on Thursday October 11, 2018 @05:47PM (#18197275)
> Sexism kept women out of medicine and law for centuries. It's only very recently that this has changed. Women were not even admitted to Harvard Law School until 1950.

You're equivocating. You know very well that the type of sexism that kept women from working in virtually all professions, including law and medicine, is not the type of sexism we're discussing now.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by camelite on Thursday October 11, 2018 @06:28AM (#18192278)
> Sexism kept women out of medicine and law for centuries.

Have you noticed how this is inconsistent with your prestige argument?

Re:Amazon scraps secret AI recruiting tool that showed bias ... by notSoRandom27 on Thursday October 11, 2018 @11:01AM (#18194060)
> that STEM has become more prestigious, which draws men, which forces out women.

Is it competition that is forcing women out, or men ?

> as the prestige of formerly female-dominated careers rises, they become more attractive to men, to the point where men dominate them

What do you mean by dominated, is it the number of people, or is it something else ?

Are you trying to say that once a career path becomes female dominated, men should stay out ?

Re:Amazon scraps secret AI recruiting tool that showed bias ... by erik_seaberg on Wednesday October 10, 2018 @05:21PM (#18189023)
"Programmer" used to be the title that goes with using a keypunch to turn a flowchart into a deck to submit to the operator. That job had low status because it sucked, for the same reason that spending all day typing someone else's words sucked. Eventually we could afford to automate that job away. "Systems analyst" and "programmer/analyst" are the titles for independent design work we should be comparing to today's developers.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by zimablue on Wednesday October 10, 2018 @02:08PM (#18187439)
But you're not comparing the same thing generation to generation. The job of developer has changed massively, the number of developers, the expectations, the salary. Sociaety has also changed, and not just in culture but in income distribution, etc etc.

If tomorrow we say that you have to do 30 chinups to be a waitress, and the job will involve regular fistfights then we count the number of waitresses by gender and say "it must be cultural", we're kind of missing the point. Or if we say "OK now waitresses make 200k and are respected" and watch the numbers shift.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by beat on Wednesday October 10, 2018 @03:29PM (#18188100)
"The job of the developer has changed massively".

What, pray tell, has changed that made the job more attractive to men, and less attractive to women? You need to be able to answer that question if you're going to make a causal assertion.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by zimablue on Wednesday October 10, 2018 @05:51PM (#18189235)
I wasn't around two generations ago to make the comparison but I imagine that with the higher income has come much higher expectations that you'll be in the office for 12 hours a day and weekends. You also have much higher wealth in western nations which correlates with higher ability to seek jobs that fit your preferences. Back in the day most people didn't go to uni and had a much smaller choice of positions. There are hundreds of ways the world and job are very different, and you're flipping the argument to say that I have to assert the one specific causal link. If you're proposing an argument "it's misogynist culture, as evidence compare two generations ago". Then it's more the case that you need to demonstrate that the conditions and job are the same, for your link to be valid. Or that all the ways they're different are irrelevant, which they're just obviously not.
Re:Amazon scraps secret AI recruiting tool that showed bias ... by gspetr on Wednesday October 10, 2018 @09:00PM (#18190286)
> Back in the day most people didn't go to uni and had a much smaller choice of positions.

Not the parent and I wasn't around either, but I think accessibility of education counters your point, not supports it.

More egalitarianism should in theory be more favorable to women.

Back then I imagine it was much harder to program without access to university computers and education materials.

More women get higher education than men compared to 35 years ago.

More incentives (monetary and otherwise), combined with lower barriers to entry should also be favoring the supposedly disadvantaged.

And yet the drop in F-M ratio since late 1980s has not been overcome last time I checked.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by zimablue on Thursday October 11, 2018 @06:16AM (#18192228)
More egalitarianism should be favorable to women /if/ you assume a priori that they are mostly disadvantaged through lack of access to education/resources, and the real expected outcome distribution is 50-50.

If you assume that there are underlying differences in interests and aptitude, more egalitarianism allows these differences to be expressed more since women are more free to eg. choose a career working with people, like medicine or law. http://www.thejournal.ie/gender-equality-countries-stem-girl... It also raises the bar for inherent aptitude to get into/(the top of) a career, since you're competing against a much wider pool of talent.

The point I was making to the parent was that his point "cross-generation drop in ratio proves it's cultural" doesn't hold up, because there have been many changes across those generations, you're comparing apples to oranges.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by beat on Wednesday October 10, 2018 @07:31PM (#18189852)
Nonsense. I don't know where you work, but where I work, 12 hour days and weekends are clearly not the norm. We put in 40 hour weeks like any other profession.

I first learned to program 35 years ago. It wasn't fundamentally different then. Hell, we still use programming languages that were in wide use 35 years ago, like C and the unix shell. The kind of thinking required hasn't changed.

So, based on my 35 years of experience, the conditions and the job are basically the same. So again, I challenge you - how is the job different now?

Re:Amazon scraps secret AI recruiting tool that showed bias ... by zimablue on Thursday October 11, 2018 @06:30AM (#18192285)
The parent conceded we're talking 50 years not 35 years, and my point wasn't only that the job is different but that society is different.

how is the job different? The pay is much higher and so are the entry requirements, that's the biggest difference. You don't get assigned to program punch cards as part of your secretarial role, you have to actively get educated and good to choose it as a career.

I think there's far more places now expecting crazy hours but that's anecdotal I don't have numbers on it. But the languages are different (mostly), the tooling is different, the deployment is different, the scale is different.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by manfredo on Wednesday October 10, 2018 @09:01PM (#18190293)
One big change is that many traditionally male high paying jobs like doctors, lawyers, etc. have become much more open to women. Some, like publishing, have become majority women to the same degree as Tech.

One very likely explanation is that many women who wanted to be independently financially successful had few choices other than tech back decades ago. Now they have many other choices.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by notSoRandom27 on Thursday October 11, 2018 @12:08PM (#18194688)
> But there are fewer women in software now than there were 30 years ago. Are women today "wired differently" from their mothers?

But are they really ?, do you have any data/reference to back it up, I was under the assumption that there are more people, both men and women, working as programmers, than 30 years ago.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by androidgirl on Wednesday October 10, 2018 @02:04PM (#18187399)
I don't think that's quite true, I think this is more of a nurture vs nature thing.

My father got me into programming, and my colleagues who are women also have a backstory with someone supporting their interest in development.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by cowpewter on Wednesday October 10, 2018 @02:35PM (#18187662)
For me it was my grandfather, but yes, I also got into programming at least partially due to nurture, not nature.

Just teach kids to code, boy or girl. Not all of them will like it, not all of them will be good at it. But I think a lot more girls would be into it and good at it if they were introduced to it before college.

Tailor it to the kid's interests. My first programs were more socially oriented. When I was 5-6 years old, all my programs were made-up conversations with the computer, where your answers were stored and parroted back by the computer to show that it was "listening". Maybe a boy would have been less into that and more into something mathier, like LOGO instead of BASIC, but it was what was interesting to me at that age. The computer was a form of imaginary friend for an introverted kid like me.

Re:Amazon scraps secret AI recruiting tool that showed bias ... by cimmanom on Wednesday October 10, 2018 @04:11PM (#18188415)
Yup. Someone telling us that programming was something for us - not just being exposed to media and advertising and social pressures that continually suggest (and did even more so in the 80's and 90's) that computing was for socially inept males.