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Products that do what A Job Aggregator That Helps You Upskill for Remote IT Roles does
Hello Hacker News! Exactly one year ago, I shared an article analyzing the skills most in demand for data analyst roles. Today, I’m excited to bring you the next evolution of that idea—scaled up to cover most IT fields. What did I create? A smart job aggregator: It filters job listings to show only those that match your unique skillset—no more endless scrolling. Live market insights: It analyzes current job trends to pinpoint the skills employers are looking for right now. Personalized skill growth recommendations: Based on your profile, it highlights the two specific skills that could most…
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There are existing HN job aggregators, but I thought we could take it a step further. Inspired by an insightful comment on a previous thread (https://news.ycombinator.com/item?id=36163021), I built a tool that aggregates job postings and intelligently categorizes them based on user-specific preferences: * Country and remote work preferences * Employer type (e.g., startup, corporation, government) * Industry * Technologies used * Role type (developer, architect, product owner, etc.) * Salary range (where available) One of the superpowers of LLMs is reformatting information from…
2023 · kadoa.com
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2018 · github.com
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- 4JB
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
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Insights from a platform for hiring remote dev teams
2020
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Analytical skills for data agents running on Supabase
Apr 2026 · dreambase.com
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Hey Hacker News, I made a job aggregator for entry-level positions that focus on students, recent grads, and individuals with less than 3 years of experience. I mostly find dev jobs requiring 3+ years of experience and is a huge pain so I made this. We recently launched our MVP last month and today we are launching V2 with a category based re-design. We will be adding filtering tags very soon. Please let us know if you have any questions or feedback. Link: https://entrylevel.io
2020
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2024 · basc.substack.com
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- 12WC
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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My friend and I got tired of job hunting (347 applications, 4 responses) so we built AI agents to help job seekers instead of replacing them. The problem: 73% of applications never reach humans, 250+ people apply to each job, but 85% of positions are filled through networking. Our solution: AI agents that find hiring managers for any LinkedIn job, analyze your profile fit, and generate personalized outreach messages. Instead of competing with hundreds in the application pile, you reach decision-makers directly. Technical bits: LangChain + OpenAI for job parsing, Next.js + Supabase, custom…
2025 · jobcompass.ai
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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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hey y'all -- can you please tell us if our job search tool sucks? :D we built it using an investor platform called Harmonic.ai to gather startup data, then contextualize it so that job seekers could find out about the most exciting startups hiring first (like if they just raised, growing headcount fast, have an ex-unicorn founder, etc). pretty sure we're the first platform doing anything like this. anyway, let me know what you think. really excited to launch this thing soon! getting feedback from the hn community first is really fun :)
2022 · joinmaasive.com
- 18IB
I built a live interactive map that shows where top AI companies hire around the world. I collected this data for a hackathon project. Many ATS providers have a public API that you can hit with the slug of the companies to get open jobs. The hardest part was finding the companies. I tried Firecrawl but it returned around 200 companies per provider which wasn’t enough for me. Then, I tried SERPAPI but it was expensive. I ended up using SearXNG to discover companies by ATS type and fetch their job postings. This produced a large dataset of 200k+ jobs (I only use a subset as it would have taken…
Nov 2025 · map.stapply.ai
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2023 · github.com
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Job-Scout is a command-line tool designed to simplify the search for remote Machine Learning jobs. It aggregates job listings from Twitter and Hacker News and uses natural language processing to match these postings to the skills and experience in your resume. With an emphasis on remote ML, AI, and Data Science roles, Job-Scout ranks and recommends jobs tailored to your qualifications. The tool is customizable, allowing users to adjust search queries for specific job roles or internships, making it ideal for both experienced professionals and students looking for personalized job matches.
2024 · github.com
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Searching for job roles in tech? I've been there. For six months, I was stuck in the LinkedIn job application loop, getting nowhere. It was soul-crushing. I started to wonder if I was just a bad developer. But I changed my modus operandi and started reaching out to founders building super cool startups that got recently funded but didnt have the chance to post online yet that they are hiring, the response rate was much more significant and I wwas having super cool convos! This approach was so effective, I turned it into a product. I've tapped into premium data sources (we're talking $25K+…
2025
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Hi there Hacker News, I've started a side project http://datasourcehub.com which aims to be a platform for data scientists. The project is still in the idea phase so the UI/UX and functionality are all subject to change. Feel free to play around, below is a guest login, and make sure files are content type of 'text/csv'. All data is subject to deletion, it's just a sandbox right now! By reaching out to the Hacker News community I hope to reach expert data scientists and get their feedback. Below are some questions I'd like to answer and some proposed directions that this…
2013
- 24IM
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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