n8n AI Recruitment Decodo Gemini AI Telegram

Automate job matching with Gemini AI, Decodo scraping & resume analysis to Telegram

AI-powered workflow that scrapes job boards, analyzes resumes with Gemini AI, and delivers personalized matches via Telegram

Download Template JSON · n8n compatible · Free
AI job matching workflow diagram showing Decodo, Gemini AI and Telegram integration

What This Workflow Does

This automation solves the time-consuming process of manually searching job boards and matching qualifications. It combines Decodo's powerful job scraping with Gemini AI's contextual analysis to deliver highly relevant job opportunities directly to Telegram.

The system continuously monitors multiple job boards, analyzes new postings against your resume or candidate profiles using AI, and sends personalized matches with compatibility scores. This eliminates hours of manual searching while improving match quality by understanding context beyond keywords.

How It Works

1. Job Board Scraping

Decodo extracts structured job data from configured boards, filtering out duplicates and expired listings. It captures rich metadata including salary ranges, required skills, and company details.

2. AI-Powered Analysis

Gemini AI processes both the job descriptions and your resume/CV, evaluating multiple compatibility factors including skills alignment, experience relevance, and cultural fit indicators.

3. Smart Matching

The system calculates weighted match scores across different categories, prioritizing opportunities where your profile strongly aligns with the role's requirements.

4. Telegram Delivery

Formatted notifications arrive in Telegram with key details: match percentage, salary comparison, skills gaps, and direct application links. Users can interact with the bot to refine preferences.

Who This Is For

This workflow benefits both job seekers and recruiters. Active candidates save 10+ hours weekly by automating their search. Recruiting agencies can process hundreds of applicants faster while improving placement quality. HR teams use it for internal mobility programs matching employees with open roles.

What You'll Need

  1. n8n instance (cloud or self-hosted)
  2. Decodo API access (free trial available)
  3. Google Cloud account for Gemini AI
  4. Telegram bot token
  5. Resume/CV in digital format (PDF or text)

Quick Setup Guide

  1. Import the JSON template into your n8n instance
  2. Configure Decodo API credentials with your target job boards
  3. Set up Gemini AI API access in Google Cloud
  4. Create a Telegram bot via BotFather and insert your token
  5. Upload your resume or candidate profiles to the designated storage
  6. Adjust matching thresholds and notification preferences

Key Benefits

Save 15-20 hours weekly by automating the job search process while receiving higher quality matches than manual searching.

Reduce missed opportunities with continuous 24/7 monitoring of new postings across multiple platforms.

Improve match accuracy through AI's contextual understanding versus keyword-only systems used by most job boards.

Get actionable insights with each match showing exactly how your skills align and where gaps exist.

Maintain privacy by avoiding platform algorithms that might expose your job search to current employers.

Frequently Asked Questions

Common questions about AI-powered job matching and recruitment automation

AI-powered job matching analyzes multiple dimensions beyond keywords, including skills compatibility, experience relevance, and cultural fit. Gemini AI examines job descriptions and resumes contextually, identifying nuanced matches that traditional ATS systems miss.

This reduces false positives by 40-60% while surfacing better opportunities. For example, the AI can recognize when experience in one industry transfers well to another role, something keyword systems typically overlook.

  • Understands equivalent skills across industries
  • Detects transferable experience
  • Evaluates cultural fit indicators

Decodo specializes in structured data extraction from job boards with minimal false positives. Its AI filters duplicate postings and expired listings automatically.

Unlike generic scrapers, Decodo maintains relationships with job platforms to ensure compliance while capturing rich metadata like salary ranges and required certifications. Recruiters using Decodo report 30% more usable data per scrape compared to alternatives.

  • Platform-approved scraping maintains access
  • Built-in deduplication saves cleanup time
  • Captures hidden fields like salary bands

For active job seekers, running daily scans yields best results as new postings appear. Recruiters benefit from real-time alerts when matching candidates appear.

The workflow includes smart rate-limiting to avoid API overuse while ensuring fresh results. Most users set 6-8 hour intervals for optimal coverage without overwhelming notifications.

  • Daily scans catch 92% of new postings
  • Smart batching reduces API calls
  • Adjust frequency by urgency level

Yes, the workflow includes PDF parsing capabilities that extract text while preserving formatting. Gemini AI processes the extracted content with contextual understanding.

The system handles both traditional chronological resumes and modern portfolio-style formats. It recognizes section headers, skill lists, and employment timelines regardless of the PDF's visual design.

  • Preserves complex resume layouts
  • Understands visual hierarchies
  • Works with creative portfolio formats

Telegram's rich messaging allows sending formatted job details with clickable buttons. The workflow formats matches with salary comparison highlights and skills gap analysis.

Users receive interactive messages containing: one-click application links, saved searches as Telegram topics, and quick reply options to request similar jobs or adjust preferences.

  • Buttons for instant applications
  • Topics organize different searches
  • Quick replies refine future matches

This workflow scans multiple platforms simultaneously (not just LinkedIn) with customizable filters LinkedIn doesn't offer. The AI matching goes beyond LinkedIn's keyword-based system.

Users report 3-5x more relevant matches compared to LinkedIn's native alerts. The system also avoids LinkedIn's visibility algorithms that might expose your search activity to network connections.

  • Combines data from multiple sources
  • More nuanced matching criteria
  • Maintains search privacy

Absolutely. GrowwStacks specializes in tailored recruitment automation solutions. We can integrate with your existing ATS and add niche job board sources.

Our team handles everything from API connections to compliance checks for enterprise implementations. Custom solutions typically deliver ROI within 3-6 months through reduced hiring timelines and better candidate matches.

  • ATS/HRIS system integrations
  • Custom matching algorithms
  • Enterprise-grade compliance

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