{"product_id":"n8n-workflow-rank-engineering-candidates-by-role-fit-judgment-weighted-scoring","title":"n8n Workflow: Rank Engineering Candidates by Role Fit (Judgment Weighted Scoring)","description":"\u003ch3\u003eRank engineering candidates by role fit using Judgment-powered weighted scoring\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow automatically scores and ranks candidate profiles for multiple engineering role types—producing comparable fit scores for \u003cstrong\u003eSenior IC\u003c\/strong\u003e, \u003cstrong\u003eEngineering Manager\u003c\/strong\u003e, and an \u003cstrong\u003eequal-weight baseline\u003c\/strong\u003e—using the \u003cstrong\u003en8n-nodes-judgment\u003c\/strong\u003e community node.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eRuns manually when you click \u003cstrong\u003eTest Workflow\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eCreates \u003cstrong\u003ethree sample candidate profile items\u003c\/strong\u003e and merges them into a single stream for \u003cstrong\u003ebatch scoring\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eUses \u003cstrong\u003eJudgment\u003c\/strong\u003e to rate each candidate on four dimensions: \u003cstrong\u003edepth\u003c\/strong\u003e, \u003cstrong\u003eleadership\u003c\/strong\u003e, \u003cstrong\u003edesign\u003c\/strong\u003e, and \u003cstrong\u003egeneralist breadth\u003c\/strong\u003e, applying a shared \u003cstrong\u003efive-level rubric\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eComputes a \u003cstrong\u003ecomposite weighted score\u003c\/strong\u003e for a \u003cstrong\u003eSenior IC\u003c\/strong\u003e role, based on tuned weight sets for those dimensions.\u003c\/li\u003e\n  \u003cli\u003eRepeats the scoring for the same candidates with \u003cstrong\u003eEngineering Manager\u003c\/strong\u003e weights tuned to that role.\u003c\/li\u003e\n  \u003cli\u003eScores a third time using \u003cstrong\u003eJSON-defined dimensions\u003c\/strong\u003e and \u003cstrong\u003eequal weights\u003c\/strong\u003e as a baseline for comparison.\u003c\/li\u003e\n  \u003cli\u003eOutputs \u003cstrong\u003eone report row per candidate per role profile\u003c\/strong\u003e, including the composite score, \u003cstrong\u003efit percentage\u003c\/strong\u003e, and a per-dimension breakdown.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCompare candidates against role-specific hiring rubrics for \u003cstrong\u003eSenior IC\u003c\/strong\u003e vs \u003cstrong\u003eEngineering Manager\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eStandardize engineering interview scoring with consistent dimension ratings and a shared rubric.\u003c\/li\u003e\n  \u003cli\u003eGenerate decision-ready rank lists from structured candidate data (e.g., profiles stored as items with a \u003ccode\u003eprofile\u003c\/code\u003e field).\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNodes used:\u003c\/strong\u003e \u003ccode\u003emanual trigger\u003c\/code\u003e, \u003ccode\u003eset\u003c\/code\u003e, \u003ccode\u003emerge\u003c\/code\u003e, \u003ccode\u003esticky note\u003c\/code\u003e, and \u003ccode\u003en8n-nodes-judgment (Judgment)\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSetup:\u003c\/strong\u003e Install \u003cstrong\u003en8n-nodes-judgment\u003c\/strong\u003e via Settings → Community Nodes on a self-hosted n8n instance.\u003c\/li\u003e\n  \u003cli\u003eCreate a \u003cstrong\u003eJudgment API credential\u003c\/strong\u003e for the three scoring steps (including an optional custom base URL if required).\u003c\/li\u003e\n  \u003cli\u003eReplace sample items with your own source data—each item should include a \u003ccode\u003eprofile\u003c\/code\u003e field (and optionally a \u003ccode\u003ecandidate\u003c\/code\u003e name), and update the dimension prompts, rubric scale, and weight sets to match your hiring rubric.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46063628845235,"sku":"N8N-19731","price":67.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/yXQ6RYsu8CfQS7ZaWPcnY_jCiog6MG.png?v=1789808551","url":"https:\/\/buyflowscripts.com\/products\/n8n-workflow-rank-engineering-candidates-by-role-fit-judgment-weighted-scoring","provider":"N8N Commerce","version":"1.0","type":"link"}