JobThread Parser + Email Alert Plugin
A browser extension + email service that monitors specific job threads (HN 'Who is Hiring?', Reddit r/forhire, etc.) and sends users alerts only for roles matching their saved criteria. The plugin parses unstructured posting text (using regex + simple ML) to extract job title, company, location, remote status, and salary. Users set once, receive alerts forever—no manual re-checking.
15 weeks • 70% confidence
Value Proposition
Removes the need to manually re-visit the same threads repeatedly. Plugin learns to parse messy, unstructured job posts and alerts you only on matches. Beats aggregators because it monitors the exact threads you trust (HN, Reddit) and doesn't require signing up for another platform. Lightweight, works on existing workflows.
Target Audience
Software engineers and tech professionals who actively monitor 2-5 specific job threads but want to eliminate manual checking; people who prefer email alerts over Slack or job boards.
Key Features
- Browser extension (Chrome/Firefox) that detects when you're on HN 'Who is Hiring?' or Reddit job threads
- One-time preference setup: tech stack, location, seniority level, remote status, salary range
- Real-time parsing of new comments: extracts company, role title, location, remote status using regex + simple NLP
- And more, with full implementation detail...
Tech Stack
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Sign up freeOriginal Problem
Job seekers waste hours manually searching fragmented hiring posts across multiple platforms and threadsSoftware engineers and tech professionals spend significant time hunting through unstructured job postings on Hacker News, Reddit, and other forums, manually filtering by location, remote status, and relevance. Current solutions require users to either check the same threads repeatedly or rely on third-party aggregators that may be outdated or incomplete. The friction of finding legitimate, direct-from-hiring-manager job opportunities creates frustration and missed opportunities.
Score: 18.4% • 1 demand signal