Automated Job Search & Relevance Evaluator with AI Integration

Transform your job search from a manual, time-consuming process into an intelligent, automated system that finds and evaluates relevant opportunities while you sleep. This n8n workflow combines resume analysis, live job discovery, and AI-powered relevance scoring to deliver perfectly matched job opportunities directly to your Notion workspace.

What this workflow does

This automated job search system starts by extracting text from your PDF resume and fetching your existing job applications from Notion to prevent duplicates. Using Google Gemini AI, it identifies your current job title to create precise search queries for the JSearch API via RapidAPI. The workflow intelligently filters results to show only jobs posted within the last 14 days that aren't already in your tracker.

The core innovation lies in its AI evaluation engine. Google Gemini acts as an expert technical recruiter, analyzing each job description against your resume to generate detailed insights including a Relevance Score (1-100), Skill Match Score, remote work availability, salary information, and personalized summaries explaining why each role fits your background. All structured data flows seamlessly into your Notion database as rich, trackable entries.

Use cases

• Software developers seeking automated discovery of relevant technical positions matched to their specific tech stack and experience level
• Job seekers managing multiple applications who need organized tracking with AI-powered relevance insights
• Career transition professionals looking for roles that bridge their current skills with target positions
• Recruiters and career coaches managing client job searches with automated preliminary screening

Technical details

Built with essential n8n nodes including Code nodes for resume text extraction, Wait nodes for API rate limiting, Filter nodes for duplicate prevention, and Split Out nodes for processing multiple job listings. Integrates with Google Gemini AI for intelligent job evaluation, JSearch API through RapidAPI for live job data, and Notion for comprehensive application tracking and management.

This workflow eliminates manual job board browsing while ensuring you never miss high-quality opportunities that match your unique professional profile.