AI Job Hunt Match Agent in n8n (Using AI_Job_Hunt_Agent_N8N)

I updated my workflow to use the AI_Job_Hunt_Agent_N8N file as the source of truth.

Instead of generating tailored resumes for every role, this version focuses on job-match intelligence:

• pull jobs
• compare JD vs resume profile
• score fit
• send ranked opportunities

Repo: https://github.com/parupati/AI_Job_Hunt_N8N

What the workflow does

Every day at 7:00 AM:

1. Scrapes fresh jobs from SerpAPI (google_jobs) for AI / Sr Full Stack Engineer
2. Loads a structured resume profile from a code node (summary, skills, experience, achievements)
3. Sends each job description + resume profile to GPT-4o
4. Parses AI response into structured fields like:
   • match_score
   • match_tier
   • apply_recommendation
5. Sorts by score and selects the top 5 opportunities
6. Sends a daily HTML email report with:
   • company
   • role
   • location
   • posting time
   • match %
   • tier
   • recommendation
   • job link

n8n node flow

• Schedule Trigger (daily at 7 AM)
• HTTP Request (SerpAPI jobs endpoint)
• Code: Load Resume Data
• Code: Prepare Jobs for Match Analysis
• OpenAI (GPT-4o) for JD-vs-resume fit analysis
• Code: Parse & Enrich Result
• IF + Code (filter/sort/top 5)
• Aggregate
• Gmail (send report)

Local setup

I run n8n with Docker:

services:
  n8n:
    image: n8nio/n8n:latest
    ports:
      - "5678:5678"

Start:

docker compose up -d

Open:

http://localhost:5678

Why this helped

The workflow doesn’t auto-apply to jobs.

It automates job triage so I can spend time only on high-fit opportunities.

This gave me:

• daily ranked shortlist instead of random browsing
• consistent JD-vs-resume evaluation
• faster decision-making on where to apply

Next improvements

• enforce score threshold directly in IF node
• add company blacklist/whitelist
• generate optional cover note for top matches
• send Slack + email notifications

If you want, I can share my importable AI_Job_Hunt_Agent_N8N.sanitized.json workflow and setup checklist.