🕷️️ Job Radar • SCRAPING

upwork.com 2026-04-16 🟡

🔹 Refactor Raw Job Descriptions into Structured Technical Manifest (JSON)
👤 Client: 🇺🇸 USA Member since 2024-11-17
💰 Price: ****
🚩 Problem: Extract phone numbers from LeMlist database through scraping.
📦 Existing: Not specified

Specifications:

[Target] - Phone numbers from LeMlist database
[Method] - Web scraping
[UI/UX] - Not applicable
[Stack] - Python (BeautifulSoup, Requests), Selenium for dynamic content
[Security] - Ensure compliance with LeMlist terms of service; use proxies to avoid IP blocking
[Format] - JSON or CSV

Workflow:

1. Review LeMlist API documentation and terms of service.
2. Develop a Python script using BeautifulSoup or Selenium for web scraping.
3. Test the script on a small dataset to ensure accuracy.
4. Integrate proxy usage in the script to avoid IP blocking.
5. Upload LinkedIn profiles provided by client to LeMlist and extract phone numbers.