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Nearly every market worldwide was dropping in 2020 due to the pandemic.

IIRC, the drops in 2022 correlated with federal interest rate hikes and other federal policies designed to help ease inflation, with the expectation that markets would rapidly cool but avoid a larger overall crash.

Simply put, a 10% drop isn't in itself concerning if correlated with shifting market conditions. It is when those in charge are foot-gunning the market with their policies, and then threatening to double down in the face of the 10% drop they caused.


My company's DEI program effectively does this. The main tenets are:

- Cast a wide recruiting net to attract a diverse candidate pool

- Don't collect demographic data on applications

- Separate the recruiting / interview process from the hiring committee

- The hiring committee only sees qualifications and interview results; all identifying info is stripped

- Our guardrail is the assumption that our hiring process is blind, and our workforce demographics should closely mirror general population demographics as a result

- If our demographics start to diverge, we re-eval our process to look for bias or see if we can do better at recruiting

The separation allows candidates to request special accommodations from the interview team if needed, without that being a factor to the committee making the final decision.

Overall, our workforce is much more skilled and diverse than anywhere else I've worked.


> Our guardrail is the assumption that our hiring process is blind, and our workforce demographics should closely mirror general population demographics as a result

> If our demographics start to diverge, we re-eval our process to look for bias or see if we can do better at recruiting

These are not good assumptions. 80% of pediatricians are women. Why would a hospital expect to hire 50% male pediatricians when only 20% of pediatricians are men? If you saw a hospital that had 50% male pediatricians, that means they're hiring male pediatricians at 4x the rate of women. That's pretty strong evidence that female candidates aren't being given equal employment opportunity.

A past company of mine had practices similar to yours. The way it achieved gender diversity representative of the general population in engineering roles (which were only ~20% women in the field) was by advancing women to interviews at rates much higher than men. The hiring committee didn't see candidates' demographics so this went unknown for quite some time. But the recruiters choosing which candidates to advance to interviewing did, and they used tools like census data on the gender distribution of names to ensure the desired distribution of candidates were interviewed. When the recruiters onboarding docs detailing all those demographic tools were leaked it caused a big kerfuffle, and demands for more transparency in the hiring pipeline.

I'd be very interested in what the demographic distribution of your applicants are, and how they compare against the candidates advanced to interviews.


Yea when I have done hiring the vast majority of applicants were of specific races and demographics. It isn’t a private companies’ job to skew hiring outcomes away from the demographics of the incoming pool of qualified applicants. If you have 95% female applicants for a position I would expect that roughly 95% of hires are going to be female and vice versa.

I think it is damaging when hiring outcomes are skewed as well as it undermines the credibility of those who got hired under easier conditions fabricated by the company.

I too agree with the grandparent post that we should try to be scrubbing PII from applications as much as possible. I do code interviews at BIGCO and for some reason recruiting sends me the applicants resume which is totally irrelevant to the code interview and offers more opportunities for biases to slip in (i.e this person went to MIT vs this person went to no name community college).


> If you have 95% female applicants for a position I would expect that roughly 95% of hires are going to be female and vice versa.

I would disagree for the most part. As mentioned above, there are roles where you'll see gender bias that may not be addressable. In the OB/GYN example, I understand some women would only be comfortable with a doctor that is also a woman. That's not necessarily addressable by shoe-horning in male doctors. But again, that can be accounted for in DEI programs.

It's also more understandable to non-remote jobs. Some areas have staggeringly different demographics that could only really be changed by relocating candidates, which isn't feasible for all business. Mentioning this specifically as my company is fully remote.

Otherwise, in my opinion, a candidate pool that is 95% some demographic shows a severe deficiency in the ability to attract candidates.


> Otherwise, in my opinion, a candidate pool that is 95% some demographic shows a severe deficiency in the ability to attract candidates.

If the job in question is 95% one gender it does not at all show a deficiency in attracting candidates. 87% of pharmeceutical technicans are women (in the uk) as per: https://careersmart.org.uk/occupations/equality/which-jobs-d...

If I'm interviewing for pharmaceutical technicians, and my goals is to give all candidates equal opportunity for employment, why would I expect something vastly different from 87% women? If the candidate pool for pharmaceutical technicians was somehow 50/50, then it'd indicate a severe deficiency in attracting female candidates on account of the massive underrepresentation relative to the workforce of pharmaceutical technicians.


> These are not good assumptions. 80% of pediatricians are women. Why would a hospital expect to hire 50% male pediatricians when only 20% of pediatricians are men? If you saw a hospital that had 50% male pediatricians, that means they're hiring male pediatricians at 4x the rate of women. That's pretty strong evidence that female candidates aren't being given equal employment opportunity.

We track these, but don't establish guardrails on that fine grained of data.

In your example, it would be balanced by a likely over-representation in urology by male doctors. But when looking at doctors overall, the demographics tend to balance out, with the understanding that various factors may affect specific practices.

To give you a more solid answer, in our data we see that men are a bit overrepresented in our platform engineering roles, while women are within our data science and ML roles. General backend/frontend roles are fairly balanced. Overall engineering metrics roughly fit out guardrails. We look at the same for management, leadership, sales, and customer support.

I don't have direct data on the recruitment -> interview process on hand. I work on the interviewing side though, and can tell you anecdotally that I've run dozens of interviews and overall haven't noticed a discrepancy in the candidates I've seen. I can also say that of those dozens, I think I've only advanced 2 candidates to the hiring committee. So we seem to err on sending a candidate to interview vs trying to prematurely prune the pool down.


> To give you a more solid answer, in our data we see that men are a bit overrepresented in our platform engineering roles, while women are within our data science and ML roles. General backend/frontend roles are fairly balanced. Overall engineering metrics roughly fit out guardrails. We look at the same for management, leadership, sales, and customer support.

So you have a slightly more than 50% women in data science, a field that's 15-20% women [1]. Likewise, software development is ~20% women. But your frontend and backend roles have 50/50 men and women. You're achieving results representative of the general population but you're obtaining a very large overrepresentation of women relative to their representation in the workforce. We're talking overrepresentation by a factor of four or five.

All of the fields you listed ~80% male. This isn't like a hospital that's equally comprised of urologists and OB/GYNs. It's like a hospital exclusively comprised of urologists, but somehow hires 50% women.

> I don't have direct data on the recruitment -> interview process on hand. I work on the interviewing side though, and can tell you anecdotally that I've run dozens of interviews and overall haven't noticed a discrepancy in the candidates I've seen.

Discrepancy is a relative statement. What is the gender breakdown of the candidates you've interviewed? Remember, if the software developers you're interviewing are 50/50 men and women, that is representative of the general population but it's a 4x overrepresentation of women relative to their representation in the field. If by "no discrepancy" you mean "no discrepancy relative to the general population" it sure sounds like female applicants have a much better shot at getting interviewed. If you're seeing 50 / 50 male and female interviewees in a field that's 80% male, you really ought to question whether recruiters are using gender as a factor in deciding which applicants to advance to interviews.

Is your company's goal to achieve representation equitable with respect to the general population, even if it means applicants from one gender are significantly disadvantaged in interviewing? Or is it to give equal employment opportunities to candidates, regardless of their gender? It sure sounds like your company is pursuing the former. I would highly suggest pushing for more transparency in the application to interview pipline if you care about gender equality.

1. https://www.bu.edu/articles/2024/women-in-computer-data-scie...


notice how these solution requires a dedication to diversity throughout the process from candidate sourcing to interviewing and all the way through, and not some simple cut and paste answers.

The road to a more inclusive solution is dedicated effort, with continuous re-assessment at every step. There is no magical answer.


I think the idea is you let the dog grow to full size, then begin this treatment after they have finished growing.


Definitely sounds like a bad PM experience, especially with the repeated insistence about handing control of the company over to the PM.

Maybe I just have good experiences with PMs? At my company they're there to figure out what customers want and what the product should deliver, and then with our EMs to balance that with what's technically feasible and what we have capacity to implement. If an EM says "there's no way we can do that on this timeline" the PM works out some alternative plan for the product.


Yeah the "handing control of the company over" thing struck me as odd as well. I haven't ever seen that particular problem.

In the good cases I've seen, it's just as you describe, with EMs and PMs working together with high trust to get to a decent level of consensus between them, and then parlaying that consensus into leadership buy in for their roadmap.

In the bad cases, there is some breakdown in trust between the EM, PM, or leadership. Or, worse, between the EM and their team.

But I haven't run into this thing where the PM reigns supreme, above the leadership team.


Handing the company over to PMs is a very common problem I’ve seen at smaller startups.

It’s generally not that they are above the leadership team, but that that the leadership team have abdicated responsibility for product development to the head of product.


Interesting. I'll take your word for it. I'm glad I haven't seen that.


My company is product led. That means PMs have huge influence on what gets built. The how is still left to the engineers.

I think it works pretty well. We ship a lot of great stuff.


I think what I described is system where PMs have huge influence on what gets built. But also a system where engineering and strategic leadership also do. Personally that seems like the the balance to me. I think all three things - tactical product decisions, execution decisions, and strategic decisions - are important and separate.


Anecdotally as someone with ADHD, one of my favorite features in Jetbrains IDEs is that I can double click on the tab / filename to hide everything irrelevant to what I'm looking at, and repeat to bring it all back when needed in the same state that it was in previously.

When I'm doing like a root cause sort of search by using the find window (via Ctrl/Cmd + Enter) and pulling up individual results, and using other tools such as the explorer / git history / terminal / whatever else. If I need to focus on the code I can temporarily hide everything, then bring it back up when I'm ready to move to the next result.


There's also a focused "zen mode" for VSC.


This isn't anti-vaccine propaganda. This is a real issue that specifically affects cats, and is extremely well documented.

In addition, this paper investigates alternative injection sites that reduce occurence while still providing the benefits of vaccination, not avoiding vaccination entirely.

It would be extremely bad anti-vaccine propaganda if that was the intent.


Anecdotally, my wife was diagnosed in the US with sleep apnea about 2 years ago. This included multiple GP visits to even get an at-home sleep study that came up negative, us having to purchase an additional at-home sleep study out of pocket that came up positive, and an overnight sleep study. The overnight results gave a diagnosis of severe sleep apnea. The entire process from start to finish took at least 3 months.

Her insurance fought every step of the way, despite having half-decent insurance as a hospital employee. They claimed that her BMI was not high enough to have sleep apnea, and ignored the family history (both parents, 3 grand parents, one sibling, three cousins).


Also worth noting that many of those improvements were originally made only for 4.x, but some of the contributors backported them back to 3.x. It wasn't like 3.x only got minor updates while the majority of focus was on 4.x.


In 2020, John F. Ring was the chairman, joined by William Emanuel and Marvin Kaplan. All Republicans, save for lone dissenter Lauren McFerran.

McFerran is now the chairman, and Kaplan is still on the board. Ring and Emmanuel were replaced by David Prouty and Gwynne Wilcox, respectively. Both have union backgrounds.

I can't seem to find the original case to see the board make up then.


> Slack replaces in-person conversations, which have the same deficits, and many of the same benefits.

Agreed. Reading this, a lot seems to come down to culture problems that would exist whether that given office uses Slack or not, especially regarding interruptions.

I personally have felt way less interrupted from Slack/Teams in my 8+ years of remote work than I did in an office. All of my employers have understood that if I have Slack notifications disabled, I'm either "out of office" or focusing on something, and have also understood that Slack should be treated as a "something that could go a few hours without a response."

In-person, I'd just have people walk into my office and start talking without seeing if I was busy. I had multiple times where I had the door shut and lights off, and had someone pound on the door because "they could hear my keyboard and thought I just didn't hear them knocking."

Slack just lets the people who are going to interrupt you regardless do so with way less effort.


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