Automate job searching & resume customization with 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.

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✨ 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.

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