Ask HN: What is a physiically disabled person to do in this job market?
25 amathew 19 7/14/2025, 10:50:18 PM
I am a 39 year old with cerebral palsy (use a walker due to mobility issues) who lost their job in late January 2025. I worked as a senior data scientist in the past and have been applying to analytics, business intelligence, and data science roles.
Six months later and I am still without a job.
How have those of you with disabilities overcome the difficulties in this market?
I'm totally lost and don't know how to proceed.
I've rewritten my resume and do get interviews
There were 4 instances where I went through the entire process and they ended up hiring another one of the candidates
LinkedIn: https://www.linkedin.com/in/abraham-mathew-21221b29/
You can also try pivoting to something adjacent like data engineering and I've read a few people had luck by focusing a lot of time/energy on companies they like as opposed to specific positions/roles, but I'm not sure how well that would work because I've never tried it.
There has to be a hand-in-glove fit to the team for these roles to be effective, which means interviews often get delayed because someone key can't be there... then later, another key person is out, and the cycle turns into a crisis and finally interviews happen and the role gets filled.
But, as you know, AI has seriously cut into your niche and hiring has been very minimal for over a year in data-related roles. Non-data people can do so much more with the help of an AI that can read CSV output from common data sources that I'm seeing people get more benefit from directly being able to work with the sources themselves and ask questions rather than get a report made from the BI team.
I would consider widening your search into other domains, adding AI to your workflow and make it front-and-center.
I clicked on your LinkedIn profile and you are wearing the most casual outfit I have ever seen on a LinkedIn profile, so I would consider finding or taking a photograph that looks like a typical job seeker. I would then remove any recent activity from my profile: without logging in, your first post is about difficulties you are facing and the third is a "hot take" that some companies would not appreciate. I'd cut all personal information that wouldn't get me hired.
Lastly, I'd make a more memorable and higher resolution main graphic. Right now, if this is an example of the quality of your work output, it is very blurry on my 15" laptop and doesn't give a great impression in that regard. None of this is a complaint or attack - I heard your desire for input and am sharing my feedback as a person who has been in hiring roles for 2 decades.
I think once IRS section 174 is overturned the market will get better.
What I’m saying here is that (a) your time in the market isn’t absurd for this current economy, and (b) it’s also not provably due to your disability so don’t go blaming that without proof or you’ll talk yourself into giving up. Shits HARD right now man just keep trying and focus hard on networking and referrals. It seems the only way to get a job right now
You know this I’m sure. But most people don’t know that CP affects different people differently. I have left hemiparesis CP that really only affects my left hand and very slightly my left foot - i walk with a slight limp. But properly conditioned, I’ve run a 10 minute mile up to a 10k.
I’ve been working professionally since 1996 across 10 jobs from everything from startups, to boring enterprise jobs to BigTech and full time for consulting companies. My last three jobs have been remote as have been the interviews. No one had the slightest clue about my having CP since going remote.
Why do you think it’s your CP and not just the market sucking for everyone right now?
Why do you have that you are “physically disabled” on you LinkedIn profile? Don’t do that. You are giving people a reason to discriminate against you unlawfully.
Second point: if you are just blindly submitting your resume to job sites/ATS’s you have already lost. I’m very credentialed in my field and I heard crickets from fire bombing my resume in 2023 and last year when I was looking for a job back to back. But that was my plan C while I was going through the interview processes based on my network and a targeted outreach where I had the exact set of skills and specialized experience that were looking for and responding to inbound recruiters.
But if your skillset is generic, you have to lean on your network, every open req gets hundreds of applications within a couple of days - LinkedIn shows you.
I don't the interviews are going bad... it's just super competitive so companies have so many options on who to hire
Yes, it is this and not likely related to your abilities or disabilities so much as the natural flow and quality of the interview.
Having interviewed a lot of people, some candidates really make an awesome impression and stand out. If we don't have one of those stand-out, hire-them-now candidates, we don't hire. So I would work on being the person they can't wait to send an offer to -- in addition to skillset, this most often comes down to charm, a sense of "getting it" or clicking with the overall role/company, reading the room, and excellent natural back-and-forth, which is super hard over video calls.
The key here is numbers. In a tough market, you probably need 10 interviews to get hired. Figure out what got you those first few interviews and lean in and make many more happen. You'll find the people you click with and your experience of going to multiple interviews will give you great practice in the meantime.
All this is to say, GenAI is booming but there's competing factors going on for businesses to hire.
Also a different take, look for contract jobs. As with (1) above, my company isn't hiring FT but they're open to contractors.
I wish you luck.
Same thing as a person with a social-emotional disability - get screwed. I'm being pushed out of an early career role even though I'm overqualified and producing similar numbers as my peers. I'll end up working at Walmart. Good luck.
If you have the skills, please do your best to keep applying them at a new job
It's really important not to let this wear you down and defeat you. You're worth it
This is exactly the same approach anyone else should take. Good luck.
Unless you're interested in applying your statistics knowledge to the military industrial complex or AI market, I'd probably recommend diversifying a bit. My honest $0.02.