AI Resume Analysis & Candidate Evaluation with Slack & Sheets

This n8n workflow creates an AI-powered Slack chatbot for HR teams to evaluate candidate resumes instantly. Triggered by mentioning the bot with a PDF resume and job role (e.g., '@HRBot evaluate for AI Engineer'), it validates attachments, downloads and parses the PDF into text, then uses an AI agent to extract key details like name, email, summary, and skills.

Next, it identifies the applied position from the message, fetches the matching job description from Google Sheets, and runs a comprehensive evaluation comparing candidate fit, strengths, gaps, and a score. The bot replies in Slack with a summarized assessment, while logging full details including scores and feedback into a tracking sheet for easy review.

Benefits include massive time savings for recruiters (no manual parsing or scoring), consistent evaluations, seamless Slack integration for tech teams, and scalable ATS functionality. Ideal for software companies handling high-volume hiring, reducing bias with AI, and centralizing candidate data in Sheets for reporting and follow-ups.