What This Workflow Does
Job hunting is a full-time job in itself. Between searching platforms, reading descriptions, tailoring resumes, and writing cover letters, candidates spend 15–20 hours per week on applications with low response rates. This automation solves that by acting as your 24/7 AI recruitment assistant.
The workflow automatically scours LinkedIn for jobs matching your criteria, uses AI to determine if you're a good fit, rewrites your resume specifically for each role, creates a shareable Google Doc, finds the hiring manager's email, and drafts a personalized outreach message—all without manual intervention. It transforms a process that typically takes hours per application into one that runs continuously in the background, applying to dozens of relevant opportunities with hyper-personalized materials.
How It Works
1. Job Discovery & Filtering
The workflow begins by connecting to Apify's LinkedIn Job Scraper, which pulls real-time job listings based on your configured search parameters (keywords, location, experience level). Each job listing is then analyzed by GPT-4o-mini against your skills and preferences to automatically filter out mismatches, saving you from reviewing irrelevant postings.
2. AI-Powered Resume Tailoring
For each qualifying job, the system retrieves your master resume from Google Docs and uses GPT-4o to rewrite it specifically for that role. The AI extracts key requirements from the job description and restructures your experience to highlight the most relevant qualifications, ensuring each application passes ATS filters and catches human attention.
3. Document Generation & Storage
A new Google Doc is automatically created with the tailored resume, named appropriately for the role and company. The document is set with appropriate sharing permissions, and a shareable link is generated for inclusion in your outreach email.
4. Contact Enrichment & Outreach
The workflow uses Anymail Finder to locate the verified email address of the hiring manager or relevant department head. It then crafts a personalized email in your Gmail drafts folder, referencing the specific role, company, and your tailored resume link, ready for your review and send.
Who This Is For
This automation is ideal for active job seekers across all industries, career changers looking to break into new fields, recruitment agencies managing multiple candidates, and professionals who want to passively explore opportunities while employed. It's particularly valuable for technical roles where keyword matching in resumes is critical, sales and marketing professionals who need to demonstrate relevance, and executives seeking discreet career advancement opportunities.
What You'll Need
- n8n instance (cloud or self-hosted)
- Google account with Drive and Docs access
- Apify account for LinkedIn job scraping
- OpenAI API key for GPT-4o and GPT-4o-mini access
- Anymail Finder API key for contact enrichment
- Gmail account for sending outreach
- Master resume document in Google Docs format
Pro tip: Before running the workflow at scale, test it with a single job search to ensure all API connections work correctly and review the AI-generated content for tone and accuracy.
Quick Setup Guide
1. Import the template into your n8n instance using the downloaded JSON file.
2. Configure credentials in n8n for Google Drive, Apify, OpenAI, Anymail Finder, and Gmail.
3. Update the search parameters in the Apify node with your LinkedIn job search URL, including keywords, location, and experience filters.
4. Connect your master resume by pasting its content into the Google Docs node or linking to an existing document.
5. Test the workflow with a single execution to verify all steps complete successfully.
6. Schedule the workflow to run daily or weekly for continuous job discovery and application.
Key Benefits
Save 10–15 hours weekly by automating the most time-consuming parts of job searching—research, tailoring, and outreach.
Increase application quality with AI-optimized resumes that match job descriptions keyword-for-keyword, significantly improving ATS scores.
Apply to 5–10x more positions by automating the process, allowing you to cast a wider net while maintaining personalization.
Direct hiring manager access bypasses crowded applicant portals, putting your application directly in front of decision-makers.
Maintain consistency in your job search even during busy periods, ensuring you never miss relevant opportunities.