{"product_id":"automate-candidate-scoring-with-github-linkedin-workflow","title":"Automate Candidate Scoring with GitHub \u0026 LinkedIn Workflow","description":"\u003ch3\u003eTransform Candidate Search \u0026amp; Scoring with n8n's Automated Workflow!\u003c\/h3\u003e\n\n\u003cp\u003eRevolutionize your hiring process with our cutting-edge workflow designed to streamline candidate scoring via GitHub and LinkedIn. This robust system efficiently turns a simple job description into a recruiter-ready JSON summary, all while refining your search across multiple platforms like GitHub, LinkedIn (through Apify), Stack Overflow, and Hacker News.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eReceives candidate search requests through a POST webhook, standardizing essential fields such as job description, skills, location, and scoring criteria.\u003c\/li\u003e\n  \u003cli\u003eValidates the request, responding with a 400 JSON error if it lacks structured job requirements.\u003c\/li\u003e\n  \u003cli\u003eUtilizes Groq (via LangChain) to extract detailed job requirements and create a comprehensive search brief for each platform.\u003c\/li\u003e\n  \u003cli\u003eParallel searches on GitHub, LinkedIn via Apify, Stack Overflow (Stack Exchange API), and Hacker News (Algolia HN API), consolidating candidates into a unified format.\u003c\/li\u003e\n  \u003cli\u003eAggregates and deduplicates candidate profiles by URL, filters by essential skills, job title, and location preferences, and scores them on evidence-based metrics.\u003c\/li\u003e\n  \u003cli\u003eGenerates a recruiter-friendly shortlist with detailed explaining notes per candidate and summary, optionally saving to Supabase, concluding with a JSON response.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTechnical Recruiters:\u003c\/strong\u003e Quickly identify top tech talent by automating your candidate search and scoring, allowing more time for personal engagement.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSaaS Companies:\u003c\/strong\u003e Efficiently populate your candidate pool with high-quality prospects, simplifying your hiring pipeline.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAutomation Engineers:\u003c\/strong\u003e Implement a seamless candidate search strategy that integrates advanced technologies for precise results.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrations\/Nodes used: if, code, merge, webhook, split out, supabase\u003c\/li\u003e\n  \u003cli\u003eSearch platforms: GitHub, LinkedIn (via Apify), Stack Overflow (Stack Exchange API), Hacker News (Algolia HN API)\u003c\/li\u003e\n  \u003cli\u003eData handling: Uses Groq (via LangChain) for job requirement extraction and JSON response generation\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eLeverage this powerful workflow to optimize your recruitment process with unparalleled efficiency. Say goodbye to manual candidate sorting and scoring—let automation guide your way to finding the best talent!\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45591794876595,"sku":"N8N-16549","price":9.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/s5ZNlMMDmCSmDI8WY_XHs_97a7789760f743d088c1e1f24bf5148e.jpg?v=1782205671","url":"https:\/\/buyflowscripts.com\/products\/automate-candidate-scoring-with-github-linkedin-workflow","provider":"N8N Commerce","version":"1.0","type":"link"}