LinkedIn Profile Extractor to JSON Resume with Bright Data & Gemini

This workflow automates the extraction of professional data from LinkedIn profiles using Bright Data's reliable Web Unlocker to bypass anti-bot measures, ensuring CAPTCHA-free scraping. It then leverages Google Gemini LLM to parse and structure the raw content into clean, machine-readable data including skills, experience, and education.

The core output is a standards-compliant JSON Resume following the JSON Resume schema, ideal for integration into HR systems, talent platforms, or AI pipelines. Benefits include time savings on manual parsing, high accuracy via AI, and scalability for bulk processing candidate profiles.

Use cases span recruiting (automated screening), talent acquisition (profile enrichment), data science (labor market analysis), and growth hacking (prospect profiling). It accepts a LinkedIn URL, scrapes content, generates the JSON resume, sends it via webhook, and saves to disk for persistence.

Setup requires Bright Data credentials and Google Gemini API key, making it accessible for HR pros, developers, and analysts seeking robust profile automation.