AI job relevancy scorer: Search LinkedIn Jobs with GPT-4o-mini & Google Sheets

🧠 Workflow Overview — AI-Powered Jobs Scraper & Relevancy Evaluator

This workflow automates the process of finding highly relevant job listings based on a user’s resume, career preferences, and custom filters. It scrapes fresh job data, evaluates relevance using OpenAI GPT models, and automatically appends the results to your Google Sheet tracker — while skipping any jobs already in your sheet, so you don’t have to worry about duplicates.

Perfect for recruiters, job seekers, or virtual assistants who want to automate job research and filtering.

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⚙️ What the Workflow Does

1. Takes user input through a form — including resume, preferences, target score, and Google Sheet link. 2. Fetches job listings via an Apify LinkedIn Jobs API actor. 3. Filters and deduplicates results (removes duplicates and blacklisted companies). 4. Evaluates job relevancy using GPT-4o-mini, scoring each job (0–100) against the user’s resume & preferences. 5. Applies a relevancy threshold to keep only top-matching jobs. 6. Checks your Google Sheet for existing jobs and prevents duplicates. 7. Appends new, relevant jobs directly into your provided Google Sheet.

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📋 What You’ll Get