Automated LinkedIn Job Scraper & AI Resume Analyzer

Stop manually sifting through LinkedIn job postings and wondering if your skills match what employers want. This intelligent n8n workflow automatically scrapes LinkedIn job listings, analyzes them against your resume using AI, and delivers a personalized career development roadmap straight to your Telegram.

What this workflow does

This automated LinkedIn job scraper transforms career planning from guesswork into data-driven action. The workflow pulls your target job preferences from Google Sheets and retrieves your current resume from Google Drive. It then scrapes the 10 most recent matching job descriptions from LinkedIn, eliminating hours of manual research.

The real power lies in the AI analysis. Instead of reviewing jobs individually, the workflow aggregates all scraped LinkedIn data and feeds it to OpenAI's GPT-4o model. Acting as your personal Career Coach, the AI scores your market readiness, identifies the most frequently requested missing skills across all job postings, and generates a structured 30-day training plan to close skill gaps. Your customized career development report is automatically delivered to Telegram for easy access.

Use cases

• Job seekers: Discover exactly which skills are in highest demand for your target roles and create focused learning plans
• Career coaches: Generate data-backed skill assessments and development recommendations for clients
• Developers: Stay ahead of technology trends by monitoring skill requirements across multiple job postings
• Career pivots: Understand skill gaps when transitioning between industries or roles

Technical details

This workflow leverages multiple n8n nodes including Set, Code, HTML, Wait, Limit, and Split Out nodes for comprehensive data processing. Key integrations include Google Sheets for job preferences, Google Drive for resume storage, LinkedIn for job scraping, OpenAI for intelligent analysis, and Telegram for report delivery.

Setup requires connecting Google Drive, Google Sheets, OpenAI, and Telegram credentials. The included Google Sheets template streamlines configuration, while the Schedule Trigger enables automated execution at your preferred frequency.