Automated Resume Job Matching Engine with AI
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Effortlessly match your resume to job openings with this AI-powered engine. It intelligently scrapes job boards, extracts key information, and analyzes your skills against job requirements to provide a detailed match score.
About This Workflow
This n8n workflow revolutionizes the job search process by automating resume-to-job matching. Leveraging the power of Bright Data's web scraping capabilities and OpenAI's advanced language models (specifically 4o mini), it intelligently identifies relevant job opportunities from platforms like LinkedIn. The engine first scrapes job listings based on your predefined criteria (keywords, location). It then meticulously extracts and structures the job description using AI. Finally, it compares your resume against the extracted job description to provide a comprehensive skill-based match score and analysis, helping you pinpoint the best career fits.
Key Features
- Automated Job Scraping: Dynamically fetches job listings from specified platforms like LinkedIn.
- AI-Powered Information Extraction: Precisely extracts job descriptions and key requirements using advanced language models.
- Intelligent Resume Matching: Compares your resume's skills against job descriptions to provide a detailed match score.
- Structured Output: Delivers results in a clear JSON format, detailing skill alignment and analysis.
- Customizable Search: Easily adjust search parameters like keywords and location for targeted results.
How To Use
- Configure Trigger: Start by setting up the 'When clicking ‘Test workflow’' trigger node.
- Define Search Criteria: Use the 'Set the Input fields' node to input your resume, desired keywords, location, and the job search base URL (e.g., LinkedIn).
- Scrape Initial Job Listings: The 'Bright Data MCP Client For Jobs Extraction' node will fetch job URLs based on your criteria.
- Loop Through Listings: The 'Loop Over Items' node will iterate through each fetched job URL.
- Extract Job Details: Within the loop, use the 'Bright Data MCP Client For Jobs Extraction within a Loop' node to scrape the content of each individual job listing.
- Extract Job Description: The 'Job Desc Information Extractor' node uses AI to pull out the job description text from the scraped content.
- AI Job Matching: The 'AI Job Match' node compares your resume (from the initial 'Set the Input fields' node) with the extracted job description.
- Parse Results: Utilize the 'Structured Output Parser' node to organize the AI's analysis into a clear JSON format, including skill matches and scores.
Apps Used
Workflow JSON
{
"id": "285995da-6668-4309-bf5d-b51ac73718cb",
"name": "Automated Resume Job Matching Engine with AI",
"nodes": 21,
"category": "HR",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 285995da-6668...
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