Comment by pteix | Hacker News Reader

Comment by pteix | Hacker News Reader

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PredictionHealth | Full Stack Engineer (Backend or Frontend Focus) | REMOTE in US (HQ in Nashville) | $125K-$200K

We’re a mission-driven startup using AI to improve the quality of medical care. We’re already slashing documentation time and optimizing coding/compliance for hundreds of US organizations. Our team of 30 passionate, hardworking, and friendly innovators (8 in eng/R&D) grew 6x last year, and we're just getting started. Seeking one backend and one frontend focused full stack engineer to tackle our toughest challenges.

Backend Focus: Golang, Python, PostgreSQL, AWS, BigQuery, GCP - Scale our data pipeline and AI model deployment - Wrangle messy clinical datasets - Evolve our REST API (already processing 100K+ daily requests) - Collaborate with MDs and PhDs on cutting-edge med-tech

Frontend Focus: Typescript, React, Python, AWS - Join user feedback sessions and build out high-yield features end-to-end - Design user interfaces to support AI features and admin/business logic - Update related backend APIs - Scope, plan, and deliver on complex projects with minimal direction

If you thrive on autonomy, love solving complex problems, and want to make a real impact in healthcare, we want you! Ready to help clinicians take better care of their patients?

Full stack with frontend focus apply here: https://predictionhealth.breezy.hr/p/1a4119719344-full-stack...

Full stack with backend focus apply here: https://predictionhealth.breezy.hr/p/22ca328525b5-full-stack...

Correction: Hiring in all US States!

> PredictionHealth is currently not hiring in the following states: CA, DC, MT, HI, or NY

This really ought to be included in the comment, since it excludes a large portion of potential applicants.

Not to mention the whole "record a video of you begging us for a job". I have no doubt that the first email (if they've deigned you worthy of their attention) will be "do this technical challenge and, if you pass, we'll give you a 15-minute intro call".

The FAANG companies over-hiring and dumping hundreds of thousands of unemployed engineers (and other tangential fields) on the market has destroyed the industry.

We don't require a technical challenge prior to interview.

Happy to clarify for folks, thanks!

Who hurt you?

Piss off with that bullshit. He's right. Not to mention it's illegal under discrimination law.

It probably makes it easier for them to discriminate than without the video, but how is it directly more illegal under discrimination law than only hiring at in-person job fairs where you can see the same protected characteristics at the time of accepting a resume as can be seen in a video?

Regardless, yes, it’s bullshit and harmful to equity in hiring. I’m certainly not defending it.

Since we’re on a site run by YC, I should note that a version of the same “record a video” requirement is part of the standard YC application, with some of the same downsides for equitable venture capital investment decisions. Of course, a big difference is that venture capital investment decisions are entirely outside of the scope of discrimination law as currently enacted everywhere I know of, despite being very close in effect and power dynamics to hiring decisions in an employment context.

AIUI, case law has generally concluded that requesting videos is unnecessary and prejudicial, and therefore forbidden, whereas in-person hiring has a much stronger case for being useful for other reasons. If a company literally only ever hired people through in-person career fairs, that would probably get examined with scrutiny as well, but that's rare. I am nothing like a lawyer, though, and could be entirely wrong.

Understandable that there are a lot of thoughts on this and glad you pointed out that YC includes a brief video as part of the application - that's actually where we got the idea!

e.g. from the YC app "Founder Video Please record a one minute video introducing the founder(s).* Make sure the file does not exceed 100 MB. Read more about the video here."

We're looking to confirm that applicants can clearly and concisely communicate by describing something challenging they've done. Our goal is to efficiently find thoughtful applicants.

We're proud of our team, with folks from a variety of backgrounds. Clarity of thought is distributed across populations. :)

It makes sense that you got the idea from YC, yes. Unfortunately YC is quite far from a good source on how to remove unconscious bias from hiring processes.

Consider clarifying that the applicant should not themselves be visible in the video, to reduce the risk of discrimination in favor of certain ethnicities or against others. To be clear, my suggested requirement is that the visuals in the video must support the content but that the video must not depict the appearance of the applicant.

In the hypothetical alternate reality where one can trust that applicants would not represent the work of someone else or of generative AI as their own, I would also encourage replacing the audio with text to speech, so as to reduce the risk of discrimination based on the perceived gender or the particular accent of the applicant. Unfortunately, I don’t think one can trust arbitrary applicants to be that honest, so the ability to recognize the voice from the video in subsequent interviews still provides some useful authentication value. I would like a better solution there but don’t have one to offer right now.

Thanks for pointing out that mistake!

We are hiring in all States. That limitation was incorrectly included. Thank you!

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