Automate job search & resume matching with LinkedIn, Gemini AI & Google Sheets
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 25 nodes and runs on a schedule (every day at 05:00). Along the way it connects Google Drive, Google Gemini Chat Model, Gmail and Google Sheets.
How it runs
Trigger: On a schedule (every day at 05:00).
- Config (Edit Fields (Set)): sets 3 fields: maxJobsPerSearch, preferredRemote, preferredEasyApply
- Download file (Google Drive): download
- Extract from File: extracts data from a file (pdf)
- Resume Analyzer Agent (AI Agent): runs an AI agent, with model: Gemini Model
- Build Search Rows (Code): runs custom JavaScript code
- Append row in sheet (Google Sheets): append
- LinkedIn Search URL (Code): runs custom JavaScript code
- Fetch jobs from LinkedIn (HTTP Request): calls an HTTP API
- HTML: parses or builds HTML
- Limit Jobs (Code): runs custom JavaScript code
…plus 11 more steps. See the full node list below.
Services it uses
Scraping pages by hand? Firecrawl is a simpler option (10% off for new users).
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (14)
- Google Drive
n8n-nodes-base.googleDrive - Extract from File
n8n-nodes-base.extractFromFile - Code
n8n-nodes-base.code - HTTP Request
n8n-nodes-base.httpRequest - HTML
n8n-nodes-base.html - Split Out
n8n-nodes-base.splitOut - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - Wait
n8n-nodes-base.wait - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - Gmail
n8n-nodes-base.gmail - Schedule Trigger
n8n-nodes-base.scheduleTrigger - Edit Fields (Set)
n8n-nodes-base.set - Google Sheets
n8n-nodes-base.googleSheets - AI Agent
@n8n/n8n-nodes-langchain.agent
From the author
Description This workflow helps you find and evaluate job opportunities automatically, without spending hours searching and comparing roles. It uses your resume to look for relevant jobs on LinkedIn, checks how well each role matches your profile, and…