{"product_id":"n8n-workflow-screen-candidates-with-gemini-scorecards","title":"n8n Workflow: Screen Candidates with Gemini + Scorecards","description":"\u003ch3\u003eScreen candidates automatically with n8n + Google Gemini—score resumes against your rubric and generate ATS-ready summaries\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow collects job applications through an \u003cstrong\u003en8n Form\u003c\/strong\u003e, then uses \u003cstrong\u003eGoogle Gemini (Gemini 3.5 Flash)\u003c\/strong\u003e to score and summarize each resume against a predefined hiring rubric. Based on the match score, it routes candidates to Strong Hire, Manager Review, or Reject—while producing a structured audit\/ATS-style record with strengths, gaps, and tailored interview questions.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTriggers on new applications\u003c\/strong\u003e from an n8n Form (or can be run manually for seeded test candidates).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNormalizes candidate fields\u003c\/strong\u003e and attaches the target job specification and evaluation rubric.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCalls Google Gemini\u003c\/strong\u003e with the candidate profile and resume text to generate a structured scorecard, including:\n    \u003cul\u003e\n      \u003cli\u003eMatch score and recommendation\u003c\/li\u003e\n      \u003cli\u003eSummary, strengths, and gaps\u003c\/li\u003e\n      \u003cli\u003eTailored interview questions\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRoutes by match score\u003c\/strong\u003e:\n    \u003cul\u003e\n      \u003cli\u003e\n\u003cstrong\u003eStrong Hire\u003c\/strong\u003e: score ≥ 80\u003c\/li\u003e\n      \u003cli\u003e\n\u003cstrong\u003eManager Review\u003c\/strong\u003e: score 60–79\u003c\/li\u003e\n      \u003cli\u003e\n\u003cstrong\u003eReject\u003c\/strong\u003e: score \u0026lt; 60\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFor Strong Hire candidates\u003c\/strong\u003e, formats an interview invitation package and an interviewer-ready summary with tailored questions.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eMerges outputs\u003c\/strong\u003e into a consolidated audit record and generates a final \u003cstrong\u003eATS-style log entry\u003c\/strong\u003e with processing details and timestamp.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eFast, consistent resume screening for SaaS operator hiring workflows.\u003c\/li\u003e\n  \u003cli\u003eRecruiting pipelines where you want an ATS-like evaluation record for every candidate.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers building rubric-based candidate scoring with \u003cstrong\u003en8n automation\u003c\/strong\u003e and \u003cstrong\u003eGemini\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003eQuality control: review borderline applicants (60–79) with a structured audit trail.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGemini integration\u003c\/strong\u003e: Google Gemini (PaLM) API credential using \u003cstrong\u003eGemini 3.5 Flash\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8n nodes used\u003c\/strong\u003e: \u003ccode\u003eset\u003c\/code\u003e, \u003ccode\u003ecode\u003c\/code\u003e, \u003ccode\u003emerge\u003c\/code\u003e, \u003ccode\u003eswitch\u003c\/code\u003e, \u003ccode\u003esticky note\u003c\/code\u003e, \u003ccode\u003eform trigger\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSetup\u003c\/strong\u003e: add your Gemini credential, publish the n8n Form URL to candidates, and update the job specification + score thresholds (80\/60) to match your rubric.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45869896007859,"sku":"N8N-18434","price":44.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/PWUB54fvz6Q4q9ew7nK-j_ZOh6ZCJx.png?v=1787130606","url":"https:\/\/buyflowscripts.com\/products\/n8n-workflow-screen-candidates-with-gemini-scorecards","provider":"N8N Commerce","version":"1.0","type":"link"}