Automate Job Searching & Resume Customization with Mistral AI, LinkedIn & Google Sheets

🤖 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.