{"product_id":"ai-job-application-triage-with-n8n-gemini-google-sheets","title":"AI Job Application Triage with n8n, Gemini \u0026 Google Sheets","description":"\u003ch3\u003eAI-powered job application triage in n8n: validate, de-duplicate, score with Gemini, and schedule interviews\u003c\/h3\u003e\n\u003cp\u003eThis \u003cstrong\u003en8n workflow\u003c\/strong\u003e automatically collects job applications from a form, validates submissions in \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e, extracts resume text, evaluates candidates with \u003cstrong\u003eGemini\u003c\/strong\u003e, then routes results to \u003cstrong\u003eSlack\u003c\/strong\u003e and sends candidate updates via \u003cstrong\u003eGmail\u003c\/strong\u003e—including interview scheduling after Slack approvals in \u003cstrong\u003eGoogle Calendar\u003c\/strong\u003e.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReceives applications\u003c\/strong\u003e using an \u003cstrong\u003en8n Form Trigger\u003c\/strong\u003e with applicant details and an uploaded resume.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCreates a unique Application ID\u003c\/strong\u003e, loads the role configuration, and \u003cstrong\u003evalidates the submission\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eLogs invalid entries\u003c\/strong\u003e to \u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e and \u003cstrong\u003ealerts an admin in Slack\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDe-duplicates\u003c\/strong\u003e by checking Google Sheets for an existing applicant with the same email and posts a Slack notice if it’s a duplicate.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eExtracts resume text\u003c\/strong\u003e. If parsing fails, it records the issue in Google Sheets and \u003cstrong\u003eemails the candidate via Gmail\u003c\/strong\u003e to re-upload a readable file.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEvaluates candidates with Google Gemini\u003c\/strong\u003e: sends resume text + job requirements to extract structured candidate data, generate a `fit score`, recommend next steps, and flag potential risks.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWrites evaluation results\u003c\/strong\u003e back to Google Sheets and routes outcomes through \u003cstrong\u003eSlack and Gmail\u003c\/strong\u003e (shortlist notification, review FYI, manual-review request, or rejection email).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSchedules interviews\u003c\/strong\u003e by listening for \u003cstrong\u003eSlack reaction events\u003c\/strong\u003e from an authorized reviewer, then checking availability in \u003cstrong\u003eGoogle Calendar\u003c\/strong\u003e and creating the interview time after approval.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSaaS teams screening inbound applications without manual spreadsheets and copy-pasting.\u003c\/li\u003e\n  \u003cli\u003eRecruiting operations that want Gemini-based triage with consistent logging in Google Sheets.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers building a complete pipeline from form intake → AI scoring → stakeholder alerts → interview booking.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8n\u003c\/strong\u003e flow using nodes such as \u003cstrong\u003eif\u003c\/strong\u003e, \u003cstrong\u003eset\u003c\/strong\u003e, \u003cstrong\u003ecode\u003c\/strong\u003e, \u003cstrong\u003egmail\u003c\/strong\u003e, \u003cstrong\u003eslack\u003c\/strong\u003e, and \u003cstrong\u003eswitch\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGoogle Sheets\u003c\/strong\u003e for validation, de-duplication checks, and logging outcomes.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGoogle Gemini\u003c\/strong\u003e for extracting structured candidate data, producing fit scores, recommendations, and risk flags.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSlack\u003c\/strong\u003e notifications and approval reactions to trigger interview scheduling.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGmail\u003c\/strong\u003e for candidate communication when parsing fails and when outcomes are decided.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45985512882355,"sku":"N8N-19400","price":9.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/5DpeoFQTuUeUbXqygrinT_wbZ49YWW.png?v=1788945088","url":"https:\/\/buyflowscripts.com\/products\/ai-job-application-triage-with-n8n-gemini-google-sheets","provider":"N8N Commerce","version":"1.0","type":"link"}