Alternatives
Products that do what JSA does
Semantic job search and applications tracking
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2024 · bernawil.github.io
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Hey HN! I'm excited to show off this side project I've been working on. This project matches your resume with the best matching jobs from the monthly HN Who's Hiring post. It works by creating a vector embedding of your resume using OpenAI's embedding API, and then ranking the jobs using a vector similarity score. (You can toggle between max inner product, cosine, and euclidean in the "Advanced Options") I was laid off in August and it took a whole 6 months for me to find my new job. Fortunately, I found my new role on January's HN Who's Hiring post. So I hope this will prove useful to any…
2023 · hnresumetojobs.com
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2021 · profilehunt.net
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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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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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Job market right now is brutal - have been applying to hundreds of jobs on various job boards after being laid off, but barely hear back. Feels like the current system is broken. Decided to channel this frustration & build an early MVP of a job matching platform that uses an AI agent to match candidates with the most relevant opportunities. How it works (also demo on YouTube https://youtu.be/qjnsgfctAQA?si=jTl2NNgMvLJcTFKR): - Agent synthesizes data from candidate resume and future job preferences, searches our database of jobs that are most relevant based on the description,…
2025 · workweave.replit.app
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Organize your job applications with kanban style web app
Dec 2025 · trackyourjob.app
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Hey HN, I'm Serdar, and after getting laid off, I found myself drowning in job applications. LinkedIn, Dice, Otta and company websites were exhausting and demoralizing. That's why my friend and I created Wobo (wobo.ai) – an AI recruiter that automates the entire process. But Wobo goes beyond just matching keywords on your resume. We use LLMs and a series of specialized questions to create a detailed "persona" of you, capturing not just your skills and experience, but also your personality and how you approach different situations. Here's how Wobo works: Gets to know you: We analyze your…
2024 · wobo.ai
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