n8n AI Job Application Automation: Gemini + Notion Tracking

Find—and apply to—your next tech job automatically with n8n + Gemini + Notion

Smart Job Hunter Pro is an n8n AI-powered job application automation workflow that repeatedly searches job boards, analyzes listings with Google Gemini, generates tailored cover letters, and then tracks everything in Notion. When your configured compatibility score is met, it can trigger the next application step—and alerts you via Telegram for high-match opportunities.

What this workflow does

• Runs on a schedule (every 8 hours) to find fresh job opportunities across platforms.
• Multi-platform job search: simultaneously queries job sources via Jooble, JobStreet, Indeed, and WhatJobs APIs.
• Normalizes job data from different API formats into a consistent structure for analysis.
• AI-powered job analysis with Google Gemini to evaluate compatibility against your skills profile and generate tailored cover letters.
• Smart scoring system that rates each job match based on your requirements.
• Auto-apply threshold: only proceeds for jobs that score above your specified compatibility level.
• Notion application tracking by automatically saving application status into an organized Notion database.
• Telegram notifications for real-time alerts on high-match jobs, plus error notifications for robust monitoring.
• Google Drive storage to save personalized cover letters per application.

Use cases

• An n8n user automating a weekly or daily job search without manual browsing across multiple job boards.
• Developers and engineers using Gemini to quickly tailor cover letters while maintaining a strict match-score requirement.
• SaaS operators or automation engineers tracking application pipelines in Notion and receiving Telegram alerts for top matches.

Technical details

• n8n schedule: executes every 8 hours
• Nodes/integrations listed: if, set, code, merge, notion, telegram
• AI: Google Gemini AI
• Storage: Google Drive for generated cover letters
• Error handling: comprehensive error tracking with Telegram notifications