Smart LinkedIn Job Search Agent

System Overview

The LinkedIn Job Scraper automates the entire job-hunting process using Apify, n8n, OpenRouter LLMs, Google Sheets, and Resend Email API.

It fetches jobs daily from LinkedIn, screens them based on your profile and skills, saves matches to Google Sheets, and sends you an HTML email digest.

Workflow runs in three key stages:

1. Job Data Collection – Fetch new LinkedIn postings using Apify Data API
2. AI Screening & Filtering – Evaluate job–profile match with OpenRouter AI
3. Delivery & Notification – Append matches to Google Sheets and send daily email

Who Benefits

• Job Seekers – Automate daily job discovery and screening
• Recruiters – Get filtered candidate-job matches every morning
• Developers – Learn practical API + AI integration in n8n
• Freelancers – Save time by letting automation handle LinkedIn searches

Who Will Use It

• Automation Operator – Manages API keys, schedules runs, and debugging
• End User (Job Hunter) – Receives AI-screened job summaries via email
• Analyst – Monitors Google Sheet data for trends or opportunities