Scan and Score Large Number of CVs with AI

Automates HR CV screening by summarizing resumes, scoring against job descriptions, and sorting into qualified/unqualified folders for efficient candidate shortlisting.

n8n
Scan and Score Large Number of CVs with AI

This workflow streamlines the recruitment process by automating the scanning and scoring of a large volume of CVs. It begins with a form trigger where candidates submit their name, email, previous job title, and CV. The data is then logged into a Google Sheet for tracking. Subsequently, AI-powered nodes extract and summarize key information from the CV, evaluate it against a predefined job description using natural language processing, and assign a score based on relevance, skills match, and experience.

High-scoring CVs are automatically moved to a 'qualified' folder, while others go to 'unqualified', enabling recruiters to focus on top candidates. Benefits include significant time savings—reducing manual review from hours to minutes—improved objectivity in screening, and scalability for high-volume hiring. It integrates seamlessly with Google Sheets for data management and AI services for intelligent analysis.

Ideal use cases include high-volume job postings, agency recruitment, and enterprise HR teams managing applicant tracking systems (ATS). Customize the scoring criteria for specific roles, integrate with email notifications for candidates, or expand to full ATS pipelines. This workflow enhances hiring efficiency, minimizes bias, and accelerates talent acquisition.

$19.99
Last updated October 3, 2026
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How to import this workflow into n8n

  1. 1Purchase or download the workflow to get the n8n workflow JSON file.
  2. 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
  3. 3Open each node marked with a credential warning and connect your own accounts and API keys.
  4. 4Run the workflow once manually to verify the data flow, then toggle it to Active.

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