YC Job Hunter

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YC Job Hunter

An autonomous startup job intelligence and candidate-matching platform that ingests YC listings via Bright Data and scores job fit using weighted heuristics.

  • Automated Web Data Collection: Orchestrates asynchronous crawling from Y Combinator's job board using Bright Data Scraper Studio

  • Multi-Factor Fit Scoring: Computes fit percentages based on skill overlap (45%), title alignment (30%), and context (15%)

  • Skill Gap Breakdown: Visualizes matched candidate strengths and missing target skills inline on every job card

  • 1-Click Founder Pitch Generator: Generates customized 3-sentence outreach emails tailored to company tech stacks

  • Market & Salary Intelligence: Interactive visual analytics displaying tech stack frequencies and compensation medians

  • Python
  • Streamlit
  • Bright Data DCA
  • Pandas
  • Requests
  • Dotenv