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Match CVs to Job Descriptions with Gemini Analysis & Email Reports

by Mychel GarzonUpdated: Last update 14 days agoSource: n8n.io

Getting Started

AI-Powered CV Feedback & Fit Score

This workflow uses AI to automatically analyze a candidate’s CV against any job posting. It extracts key skills, requirements, and gaps, then generates a clear fit summary, recommendations, and optimization tips. Candidates also receive a structured email report, helping them improve their CV and focus on the right roles.

No more guesswork, the workflow delivers objective, AI-powered career insights in minutes.

Benefits

• Automated CV analysis: Instantly compare your CV with any job description.
• Clear recommendations: Get a fit score (1–10) plus “Apply,” “Consider,” or “Not a fit.”
• Actionable feedback: See missing skills and concrete optimization tips.
• Email reports: Candidates receive a professional summary directly in their inbox.

Target Audience

• Job seekers
• Career coaches and recruiters
• HR teams evaluating candidate job alignment
• Tech bootcamps and training programs

Required APIs

• Google Gemini API (AI analysis)
• Email credentials (send candidate reports)

Easy Customization

• Fit score logic: Adjust thresholds for “Apply,” “Consider,” and “Not a fit.”
• Email templates: Personalize branding, tone, or add follow-up resources.
• Delivery channels: Add Slack, Teams, or WhatsApp nodes for real-time feedback.
• Language detection: Extend to more languages by adding translation nodes.