The Job Search Agent: How I’d Add Dedalus to My GTM Job Intelligence Platform

Most job platforms stop at search. They help you find listings, apply filters, and maybe run keyword queries. But job search is not just a retrieval problem. It is a decision-making problem. After building my GTM Job Intelligence Platform, I started thinking about what it would take to turn it from a search tool into a real job search agent. What I originally built My GTM Job Intelligence Platform was designed to make job postings easier to analyze at scale. The system: Scraped 14K+ job postings Covered 144 companies Supported 4 ATS platforms: Greenhouse, Lever, Ashby, and SmartRecruiters Converted unstructured job descriptions into structured fields enabled natural language search, resume matching, and skill-gap analysis Instead of treating job descriptions as messy text blobs, I wanted to turn them into structured, queryable data. Tech Stack Backend: Python, FastAPI Queueing / Workers: Redis Database: PostgreSQL Frontend: Alpine.js, Tailwind CSS LLM Extraction: GPT-4o Data Sources: G