Extract LinkedIn data into JSON resume with skills anal

This workflow automates the extraction and standardization of candidate resumes from LinkedIn by converting HTML profiles into structured JSON data with extracted skills. Ideal for HR professionals, recruiters, and automation developers who need to unify data before importing into ATS or CRM systems.

## Who it´s for
- HR specialists collecting candidate resumes from LinkedIn
- Recruitment agencies needing standardized applicant data
- Automation developers integrating with ATS and CRM systems
- Freelancers scraping profiles for labor market analysis

## What the automation does
- Triggered manually with a LinkedIn profile URL
- Scrapes the page via Bright Data
- Converts HTML to markdown, then to clean text using Google Gemini
- Generates structured JSON resume (experience, education, positions)
- Extracts key skills separately using LLM
- Saves outputs as local JSON files
- Sends results to an external webhook (e.g., Webhook.site) for integration

## What´s included
- Ready-to-use n8n workflow
- Logic for manual trigger handling
- Integrations with Bright Data, Google Gemini, HTTP API, and Function Node
- Basic textual instructions for launch and adaptation

## Requirements for setup
- n8n account (cloud or self-hosted)
- Bright Data access for LinkedIn scraping
- Google Gemini API key
- Test webhook endpoint (e.g., Webhook.site)
- Basic understanding of JSON and API usage

## Benefits and outcomes
- Standardized resume format from diverse sources
- Faster candidate processing without manual copy-paste
- Automatic skill extraction for job matching and analysis
- Integration-ready output via webhook for internal HR systems
- Reduced recruiter workload through automated parsing
- Scalable talent data collection for talent pooling

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.