AI-Powered Job Search & Automated Application Prep
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Automate your job search and application preparation with this intelligent n8n workflow. It leverages AI to find relevant jobs, extract key skills, match them against your resume, and even draft tailored cover letters for the most suitable opportunities.
About This Workflow
Navigate the competitive job market with unprecedented efficiency using this AI-powered workflow. Designed to drastically reduce the manual effort in your job search, this automation connects to the Adzuna API to discover new job postings based on your criteria. It then employs multiple advanced AI models (via OpenRouter's Deepseek) to intelligently analyze job descriptions, extract crucial skills, and compare them against your resume. Only jobs with a strong match proceed, ensuring you focus your energy on the most promising roles. Finally, for top-matching positions, it drafts a personalized cover letter, giving you a significant edge in your application process.
Key Features
- Automated Job Discovery: Connects to the Adzuna API to fetch fresh job postings based on your specified job title or keywords.
- Intelligent Job Skill Extraction: Utilizes AI to meticulously analyze job descriptions, identifying and extracting the top required skills and qualifications.
- Duplicate Job Filtering: Smartly filters out duplicate job listings to ensure you only review unique opportunities, saving valuable time.
- AI-Powered Resume Matching: Scores how well your resume's experience and skills align with a job's requirements (on a 1-5 scale) using a dedicated AI agent.
- Smart Application Filtering: Automatically filters jobs, proceeding only with those where your resume demonstrates a strong match (a score of 2 or higher).
- Personalized Cover Letter Generation: Dynamically drafts tailored cover letters for highly matched jobs, enhancing the relevance and impact of your application.
How To Use
- Trigger the Workflow: Use the 'Webhook' node (
/jobmonkeyadzuna) to initiate the workflow. Pass yourjobSearchKeywordin the request body. - Adzuna API Integration: Replace
YOUR_ADZUNA_APP_IDandYOUR_ADZUNA_APP_KEYin the '4️⃣Get Jobs from Adzuna' node with your actual Adzuna API credentials. - OpenRouter AI Setup: Configure your OpenRouter API credentials in the 'OpenRouter Chat Model', 'OpenRouter Chat Model1', and 'OpenRouter Chat Model3' nodes. These power the AI agents.
- Provide Resume Content: Ensure your resume's text content is passed into the workflow (e.g., via the initial Webhook or an upstream 'Extract from File' node, if implemented).
- Customize AI Prompts: Review and, if desired, fine-tune the system messages and prompts within the AI Agent nodes ('7️⃣Extract Skills from Job Description', '9️⃣Resume Match Score', '🔥Write Cover Letter') to best fit your personal style and desired output.
Apps Used
Workflow JSON
{
"id": "049ffbcc-c9de-41b0-a764-c6e64ef42534",
"name": "AI-Powered Job Search & Automated Application Prep",
"nodes": 25,
"category": "Personal",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 049ffbcc-c9de...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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