Automate LinkedIn Job Screening with Custom Resumes

Revolutionize Your Job Hunt: Automate LinkedIn Job Screening with Custom Resumes

Transform your job search process with our cutting-edge n8n workflow specifically designed to streamline LinkedIn job screening. This powerful automation not only collects and analyzes job postings but also crafts personalized resumes and cover letters, tailored precisely for each opportunity, all while logging essential data into Google Sheets for easy tracking.

What this Workflow Does

• Collects your job preferences, including target role, seniority, locations, skills, deal-breakers, and resume text via a convenient n8n form.
• Scrapes fresh LinkedIn job listings with Apify, retrieving up to 150 jobs posted in the last seven days using specific keywords and locations.
• Efficiently filters out duplicates and mismatched jobs based on your criteria such as seniority, experience, and location.
• Employs the analytical power of Anthropic Claude to score each job for relevance and eligibility, providing you with a JSON verdict and fit score.
• Ranks and keeps the top five best-scoring matches, weeding out roles that are not a good fit.
• Generates customized resume and cover letter JSONs using Anthropic Claude, ensuring content is derived solely from your profile data.
• Converts these JSONs into professionally formatted PDFs with DocRaptor and dispatches them directly to your email via Gmail integration, while also logging each application in Google Sheets.

Use Cases

• Efficiently target and apply to jobs that match your skill set and career goals without the manual hassle.
• Receive automatically generated resumes and cover letters tailored to each job, enhancing your application’s impact.
• Gain an organized overview of your job applications and their statuses through seamless Google Sheets logging.

Technical Details

• Integration: Apify LinkedIn Job Scraper API for job data collection.
• AI Analysis: Anthropic Claude for scoring and content generation.
• Document Management: DocRaptor for PDF rendering, Gmail for email distribution.
• Data Logging: Google Sheets for application tracking.
• Nodes Used: Code, Gmail, Form Trigger, HTTP Request, Google Sheets.