Automate CV Screening with AI-Powered Analysis
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Streamline your recruitment process by automating CV screening with this n8n workflow. Leverage AI to analyze candidate resumes against job descriptions, generating insightful reports and scores.
About This Workflow
This n8n workflow is designed to revolutionize the initial stages of recruitment by automating CV screening. It's perfect for recruitment agencies, HR departments, and hiring managers overwhelmed by application volumes. The workflow intelligently downloads CVs, extracts crucial text data from PDFs, and then sends this information to OpenAI for sophisticated analysis. Utilizing advanced AI models, it generates a precise matching score, a concise summary of the candidate's suitability, and detailed insights into their alignment with the job requirements. All analyzed data and extracted information are securely stored in Supabase, enabling further processing and seamless integration with your existing HR tools.
Key Features
- Automated CV Download: Fetches candidate CVs directly from provided URLs (e.g., cloud storage).
- Intelligent Data Extraction: Extracts text content from PDF documents for AI analysis.
- AI-Powered Candidate Analysis: Uses OpenAI to score CVs against job descriptions, providing summaries and key insights.
- Structured Data Storage: Saves analysis results and raw data in Supabase for easy access and integration.
- Customizable Prompts & Schema: Adapt the AI's analysis and response format to your specific needs.
How To Use
- Set Up Trigger: The workflow is initiated by clicking the 'Test workflow' button, simulating a new application.
- Configure File URL: In the 'Set Variables' node, update the
file_urlwith the direct link to the CV you want to process. Ensure it's accessible. - Define Job Description: Update the
job_descriptionvariable in the 'Set Variables' node with the specific requirements of the role. - Connect OpenAI: In the 'OpenAI - Analyze CV' node, ensure your OpenAI API credentials are correctly configured in the 'Credentials' section.
- Customize OpenAI Prompt & Schema: Adjust the
promptandjson_schemawithin the 'Set Variables' node to tailor the analysis and desired output format from OpenAI. - Run Workflow: Execute the workflow to download the CV, extract its text, send it for AI analysis, and store the results.
Apps Used
Workflow JSON
{
"id": "2456a684-58bb-4204-b7a8-e0c5ebc07fc4",
"name": "Automate CV Screening with AI-Powered Analysis",
"nodes": 21,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 2456a684-58bb...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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