🕷️️ Job Radar • SCRAPING

upwork.com 🟢 2026-05-18

🔹 Refactor Raw Job Descriptions into Structured Technical Manifest (JSON)
👤 Client: 🇮🇪 Ireland Member since 2026-05-17
💰 Price: $3,500.00 Fixedprice
🚩 Problem: Extract and structure data from raw job descriptions to create a technical manifest.
📦 Existing: Not specified

Specifications:

[Target] Build comprehensive Irish business contact database with 10,000+ verified contacts including name, role, mobile, email, social profile, company name, county, and company website.
[Method] Use web scraping techniques to extract data from public sources such as LinkedIn, Crunchbase, Irish government registries, and other relevant websites.
[UI/UX] Not applicable
[Stack] Python (BeautifulSoup, Scrapy), Selenium, Pandas for data processing, SQL for database management.
[Security] Ensure compliance with GDPR and other relevant regulations. Implement secure scraping practices to avoid legal issues.
[Format] Deliver clean CSV file; integrate with existing CRM system.

Workflow:

Analyze the target dataset requirements (name, role, mobile, email, social profile, company name, county, and company website).
Identify reliable data sources such as LinkedIn, Crunchbase, Irish government registries, and other relevant websites.
Develop a scraping strategy using Python libraries like BeautifulSoup or Scrapy to extract the required information.
Test the scraper on a sample batch of 100-200 contacts to ensure accuracy and compliance with legal requirements.
Refine the scraper based on feedback from testing, ensuring all fields are correctly extracted.
Scrape the full dataset (10,000+ contacts) in batches to manage data volume efficiently.
Process scraped data using Pandas for cleaning and formatting into a structured CSV file.
Integrate the cleaned dataset with the existing CRM system.