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Process Resumes from Google Drive to ClickUp using GPT-4o and Google Sheets

by Rahul Joshiโ€ขUpdated: Last update 16 days agoโ€ขSource: n8n.io
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Getting Started

Description

Process new resumes from Google Drive, extract structured candidate data with AI, save to Google Sheets, and auto-create a ClickUp hiring task. Gain a centralized, searchable candidate database and instant task kickoffโ€”no manual data entry. ๐Ÿš€

What This Template Does

  • Watches a Google Drive folder for new resume PDFs and triggers the workflow. ๐Ÿ“‚
  • Downloads the file and converts the PDF to clean, readable text. ๐Ÿ“„
  • Analyzes resume text with an AI Resume Analyzer to extract structured candidate info (name, email, phone, experience, skills, education). ๐Ÿค–
  • Cleans and validates the AI JSON output for reliability. ๐Ÿงน
  • Appends or updates a candidate row in Google Sheets and creates a ClickUp hiring task. โœ…

Key Benefits

  • Save hours with end-to-end, hands-off resume processing. โฑ๏ธ
  • Never miss a candidateโ€”every upload triggers automatically. ๐Ÿ””
  • Keep a single source of truth in Sheets, always up-to-date. ๐Ÿ“Š
  • Kickstart hiring instantly with auto-created ClickUp tasks. ๐Ÿ—‚
  • Works with varied resume formats using AI extraction. ๐Ÿง 

Features

  • Google Drive โ€œWatch for New Resumesโ€ trigger (every minute). โฒ
  • PDF-to-text extraction optimized for text-based PDFs. ๐Ÿ“˜
  • AI-powered resume parsing into standardized JSON fields. ๐Ÿงฉ
  • JSON cleanup and validation for safe storage. ๐Ÿงฐ
  • Google Sheets append-or-update for a central candidate database. ๐Ÿ“‘
  • ClickUp task creation with candidate-specific titles and assignment. ๐ŸŽฏ

Requirements

  • n8n instance (cloud or self-hosted); recommended n8n version 1.106.3 or higher. ๐Ÿ”ง
  • Google Drive access to a dedicated resumes folder (PDF resumes recommended). ๐Ÿ“‚
  • Google Sheets credential with edit access to the candidate database sheet. ๐Ÿ“ˆ
  • ClickUp workspace/project access to create tasks for hiring. ๐Ÿ“Œ
  • AI service credentials for the Resume Analyzer step (add in n8n Credentials). ๐Ÿค–

Target Audience

  • HR and Talent Acquisition teams needing faster screening. ๐Ÿ‘ฅ
  • Recruiters and staffing agencies handling high volumes. ๐Ÿข
  • Startups and ops teams standardizing candidate intake. ๐Ÿš€
  • No-code/low-code builders automating hiring workflows. ๐Ÿงฉ

Step-by-Step Setup Instructions

  • Connect Google Drive, Google Sheets, ClickUp, and your AI service in n8n Credentials. ๐Ÿ”
  • Set the Google Drive โ€œwatchedโ€ folder (e.g., Resume_store). ๐Ÿ“
  • Import the workflow, assign credentials to all nodes, and map your Sheets columns. ๐Ÿ—‚๏ธ
  • Adjust the ClickUp task details (title pattern, assignee, list). ๐Ÿ“
  • Run once with a sample PDF to test, then enable scheduling (every 1 minute). โ–ถ๏ธ
  • Optionally rename the email/task nodes for clarity (e.g., โ€œCreate Hiring Task in ClickUpโ€). โœ๏ธ