🕷️️ Job Radar • SCRAPING

upwork.com 🟡 2026-05-12

🔹 [Target] Build Prospect List [Method] Scraping & Data Aggregation [UI/UX] N/A [Stack] Python (Scrapy), GitLab API, CSV/JSON [Security] Anonymize Personal Information [Format] JSON
👤 Client: NLD Member since 2024-08-16
💰 Price: ****
🚩 Problem: Generate a targeted list of small Netherlands-based companies using GitLab for sales or marketing purposes.
📦 Existing: Not specified

Specifications:

[Target] Identify and extract details from smaller Netherlands-based organizations with fewer than 100 employees that use GitLab.
[Method] Utilize web scraping techniques to gather company data, focusing on relevant contacts such as Tech Leads or Engineering Managers. Leverage the GitLab API for additional validation and enrichment of data.
[Stack] Implement Python using Scrapy framework for web scraping. Integrate with GitLab API for authentication and data retrieval. Export final dataset in JSON or CSV format.
[Security] Ensure all personal information is anonymized to protect privacy and comply with GDPR regulations.
[Format] Deliver the prospect list in a structured JSON format, including company names, contact details, and relevant roles.

Workflow:

Define scraping scope and target URLs of small Netherlands-based companies.
Implement web scraping using Scrapy to collect basic company information.
Integrate with GitLab API for validation and enrichment of collected data.
Anonymize personal information to ensure compliance with privacy regulations.
Export the final dataset in JSON format.