🕷️️ Job Radar • SCRAPING

upwork.com 🟠 2026-05-07

🔹 Build Structured Technical Manifest for Melbourne Property & Facility Management Contacts
👤 Client: AUS Member since 2026-05-06
💰 Price: ****
🚩 Problem: Refactor raw job descriptions into structured JSON format for technical implementation.
📦 Existing: Not specified

Specifications:

[Target] - Define target entities: property management companies, strata management companies, facility management companies.
[Method] - Use web scraping and API integrations to collect data from LinkedIn, ApolloHunter.io, RocketReach, company websites.
[UI/UX] - Not applicable
[Stack] - Python (Scrapy or Beautiful Soup), JavaScript (Node.js for backend tasks), MongoDB (for database storage)
[Security] - Implement HTTPS for secure data transmission. Use encryption for sensitive information like email addresses and phone numbers.
[Format] - JSON structure: { 'name': '', 'title': '', 'company': '', 'email': '', 'phone': '', 'linkedin': '', 'website': '', 'location': '' }

Workflow:

1. Define target entities and roles (facility managers, maintenance coordinators, etc.).
2. Set up web scraping tools to collect data from LinkedIn, ApolloHunter.io, RocketReach, company websites.
3. Verify collected data for accuracy and remove generic or fake emails.
4. Store verified contacts in MongoDB with appropriate fields.
5. Export final dataset as JSON.