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.