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Products that do what I Scraped 2,200 Software Engineering Jobs from Career Pages Using LLMs does
Hi everyone, I built GrepJob because I got frustrated with the user experience of LinkedIn/Indeed while looking for a new SWE job. Specifically: 1) Not being able to trust the date posted of any job. The date shown on LinkedIn is often the date the job was reposted by the recruiter and 2) Being shown too many irrelevant jobs. For example, I get shown senior/staff level roles when I search for "Software Engineer II" GrepJob solves 1) by populating the date_posted time directly from each company's ATS system And 2) by extracting seniority, specialty (frontend, backend, etc.), and…
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I’ve been a remote SWE since the pandemic and truly appreciate its flexibilities and time saved from not commuting. Lately, friends and close ones have been asking me for advice on finding remote roles. I shared my remote company spreadsheet with them, but realized it was a rather manual process to scroll and refresh each company’s career page for new postings. So I put together a centralized job board aggregator that lists the best paying SWE jobs in one place, starting with the U.S. and 14 companies. The way it works is via a cron job that runs daily in the afternoon to pull the latest job…
2025 · remoteswe.fyi
- 3IM
I noticed the who's hiring threads are very popular every month, so I decided to create a job board specifically for hacker news. You can tag jobs, search, view user's profiles and more. Tell me what you guys thing! Any feedback is appreciated.
2013 · hnjobs.org
- 4IB
(not sure why my previous post didn't appear on Show HN even though I included it in the title, mods please remove if not allowed) Ever applied for a job and never heard back? Many companies just go silent instead of sending rejection emails, leaving you guessing whether to keep waiting or move on. I faced this frustration during my own internship search, especially when there was no real point of contact (automated replies don't count, lol). So, I built didtheyghost.me, a simple open-source tool that crowdsources job application responses. This isn't a job scraper or another job board. It's…
2025 · didtheyghost.me
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Hi HN! I'm Nico and lately I've been struggling looking for jobs. I've gotten specially frustrated with having to spend hours reading through listings just to find good matches. So I built something to scratch my own itch: Command Jobs, a terminal-based job finder and application tracker designed specifically for me, and maybe also software engineers The app scrapes web listings, saves them, processes them with GPT[1], then based on your resume and job preferences, it gives you the best matches This is my first open source project, and also my first public project using LLMs I'm really…
2024 · github.com
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Hey everyone, My wife graduated in 2022 and she was fortunate enough to land an internship at a small startup which then offered her a permanent position. But ever since then she has been trying to find another job as a frontend dev since the current one doesn't offer any growth opportunities. She started looking in 2023 right when the job market started tanking. She's been at it for months with no success as there are little to no junior roles available and she spent most of her day refreshing linkedin to check for new opportunities. At the beginning of this year I had this idea that I…
2024 · first2apply.com
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2018 · kennytilton.github.io
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Based on the multiple "Who's hiring remotely?" and similar posts on HN, I thought it might be useful to have a site that aggregates remote programming jobs. There is way too much spam out and an inconsistent way to say "work from home" so traditional searching doesn't work (or rather, takes a long time per person). I've worked in a few remote programming positions so I figured I might know of some companies or searching tricks to find them. Let me know if you'd find this type of thing useful. If we can get some traffic going, then maybe we can start attracting companies to actually list…
2010
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Wrote a proof of concept script for searching for jobs by copy pasting your resume. It looks for jobs posted on Hacker News Who’s Hiring from the past 3 months: https://colab.research.google.com/drive/12wt7cjhIUKf1Vu2rRFO... To use it, click Runtime > Run All. Wait about 5 minutes, then once everything is done, go to the bottom most cell and you can change the query variable from my resume to yours, and then re-run the cell. Largely written by GPT-4 and copy pasting documentation, with some minor tweaking.
2023 · colab.research.google.com
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Hi HN, I got tired of the existing means of finding jobs, so I created a platform that searches company job portals directly for the latest job postings. Originally it was meant for just software engineers, but I've expanded to a larger variety of careers. It's entirely free to use, you can create an account to keep track of the jobs you apply to with the job tracker. I'd love to hear what you all think, and what your experience has been as a job seeker. https://radar.jobs Thanks, Ross
2025 · radar.jobs
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Hello HN Community! I've transformed the "Ask HN: Who's hiring? (November 2023)" post into a Google Sheet. Here's a quick rundown of the method: I utilized the Hacker News Algolia Search API to extract data. You can find the specific thread URL here: https://hn.algolia.com/api/v1/search_by_date?tags=comment,st... Using a GET request, I fetched comments from the thread and processed them via the ChatGPT API. Employing the ChatGPT API for each comment, I parsed crucial job details such as company, position, location, and more. This information was structured and…
2023 · docs.google.com
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2022 · echojobs.io
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Last year I was looking for a new role. I sent out applications, did the prep, waited. What came back was mostly nothing. Not rejection emails, just silence. The job listings I'd applied to stayed live for weeks. Some for months. As a software engineer, I decided to dig into it properly. I built a system to continuously track job postings across companies, logging posting dates and measuring how long roles stay open before closing or don't. After 35,000+ listings across 200+ companies, some patterns are hard to ignore. Some listings have been open for 700+ days at companies you'd recognize.…
May 2026 · csvfirst.pythonanywhere.com
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Hello HN! After 2.5 years of development, I'm sharing Job Search Assistant (https://jsa.works) - even though I still don't feel quite ready. It's an open alpha of a job search platform that actually matches positions to your resume properly. The problem: Major platforms like LinkedIn, Indeed, etc. have terrible search despite huge resources. Search for "senior backend engineer" and you'll get frontend internships in the top results. They optimize for engagement, not relevance. My solution: JSA uses LLMs for resume/job parsing and semantic vector search for matching. Upload…
Jan 2026 · jsa.works
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^ That's what our team said to me initially but we think it's pretty chill now. We built a job search tool that uses investor software to help you discover the most exciting companies to work for right now. Free this week so that you guys can try it out before we hard launch next week (paywall is down). Feedback is our oxygen: What can we do better? Are you gonna give us money? Why do you hate the design?
2022 · usemassive.com
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2024 · basc.substack.com
- 17IM
I vibe-coded a small project that turns the “Ask HN: Who is hiring?” thread into searchable job data using OpenAI, PostgreSQL, and Metabase. It pulls the thread using the Hacker News API, uses GPT to extract fields like company, role, location, salary, and contact, stores everything in PostgreSQL, and spins up Metabase so you can explore and search the results. Right now it runs locally, but would anyone be interested if I built this out a bit more and made a public dashboard?
2025 · github.com
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Hello everyone, I got laid off last year and during the job hunt, I kept running into ghost jobs, these listings that never lead anywhere. Super frustrating. After some point, I started tracking company behavior across job boards. It snowballed into a little web app where you can actually see how companies are hiring — or pretending to. It's free, early stage, UI is a bit rough, but here’s what some info it shows per company: -Job boards they post on -ATS system they use -Median salary by role -Post frequency + how old the listings are -Skills and degree requirements -Track all existing…
2025 · app.ghostjobs.io
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2019 · course.jobsearch.dev
- 21IB
2025 · topjobstoday.com
- 22IB
2022 · devquarterly.com
- 23IM
Hello everyone! For Interns and New grads last year, the job market was rough. I was one of them. I wanted to know how to become those "good candidates". FindResume helps people to share their resume that passed the resume screening so others can pass also! If you share your resume now, you will get a FREE 30-day pass instantly! findresume.xyz Let me know any advice, it will mean a lot to me! James
2024 · findresume.xyz
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Hello! I used an LLM to extract structured data from each comment on the “Ask HN: Who is Hiring? (January 2024)” post, available at: https://news.ycombinator.com/item?id=38842977. This created a dataset of 400+ jobs with data such as title, company name, location, is job remote, salary data, and the URL/email to contact. For the UI, a NextJS static site was created to filter and view the structured data.
2024 · hnjobsai.vercel.app
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