agent-image-lead-qualification-assistant
Automate Job Searching & Resume Customization with AI, LinkedIn & Google Sheets 🤖 AI-Powered Job Matcher & Resume Customizer
🤖 AI-Powered Job Matcher & Resume Customizer Description This advanced workflow automates the entire job search and preparation process, moving beyond...
screenshot-daily-task-reminder-bot
Created by:
Jordan Hoyle
Last Updated:

June 15th 2025

Agent Details:
n8n
OpenAI
general
Google Sheets
HTTP Request
Merge
Description
🤖 AI-Powered Job Matcher & Resume Customizer Description This advanced workflow automates the entire job search and preparation process, moving beyond simple notifications to provide AI-driven career intelligence . It connects to LinkedIn to scrape fresh job postings, filters against jobs you've already seen, and then uses powerful LLMs (Mistral Large/Small) to perform a detailed resume-to-job match, generate tailored cover letters, and provide concrete resume improvement suggestions. All data is logged into a Google Sheet for comprehensive tracking, and a clean, single Daily Digest Email summarizes the top 5 matches found each day. ✨ Key Features Automated Scheduling: Runs daily to find new job postings. Multi-Keyword Search: Uses your main job title and three alternate titles generated by an AI Agent for maximum search coverage. LinkedIn Web Scraping: Pulls new job URLs, details, location, and salary data from LinkedIn Search results. Duplicate Prevention: Uses the Compare Datasets node to ensure only new, unseen jobs are processed against your master Google Sheet. Intelligent Matching (LLM): The workflow performs a detailed job-to-resume comparison, generating: A Match Score (0-100) with evidence for alignment in skills, experience, and domain. A Tailored Cover Letter specific to the job title and company. Actionable Resume Improvement points (e.g., [ADD] , [QUANTIFY] ) to optimize your resume for the specific role. Centralized Tracking: Saves all job data, match scores, cover letters, and resume suggestions to a Google Sheet . Professional Daily Digest: Sends a single, clean HTML email summarizing the top 5 highest-scoring job matches for easy review. 🛠️ Prerequisites n8n Credentials: Google Drive: To download your resume (PDF/DOCX file URL). Google Sheets: To connect to your job tracking sheet. Gmail: To send the daily digest email. Mistral Cloud: For the LLM processing (Resume Breakdown, Job Matching, and Resume Analysis). External Files: A Job Tracking Google Sheet (used as a master database). Your current Resume file (PDF recommended, hosted on Google Drive). Setup Notes: Update the file links ( Download Resume node) and Google Sheet details ( Get row(s) / Append nodes). Set your personal email address in the Send Digest Email node. Review the LLM prompts to tailor the AI agent's persona and output fields to your exact needs.

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