🕷️️ Job Radar • SCRAPING

upwork.com 2026-04-23 🟡

🔹 Tax Sale Data Pipeline & Analytics Dashboard
👤 Client: 🇺🇸 United States Member since 2025-07-14
💰 Price: Hourly
🚩 Problem: Need to automate data collection from county websites, enrich with property details, and present in an actionable dashboard.
📦 Existing: Not specified

Specifications:

[Target] Tax sale lists for 3 pilot counties (Clark, Maricopa, Los Angeles)
[Method] Python scrapers using Scrapy/BeautifulSoup/Selenium; SQL for data normalization
[UI/UX] Dashboard built in Looker Studio, Power BI, or Tableau with filterable property lists and key metrics
[Stack] Python, SQL, Looker Studio/Power BI/Tableau, Google Cloud Storage, BigQuery
[Security] Secure storage of credentials; encrypted data transfer
[Format] JSON for structured data exchange

Workflow:

1. Define schema for unified data model (parcel ID, address, owner, assessed value, minimum bid, sale date)
2. Develop Python scrapers for tax sale lists from selected counties using Scrapy/BeautifulSoup/Selenium
3. Implement SQL scripts for cleaning and normalizing data across different county formats
4. Integrate property enrichment APIs (ATTOM, Regrid, PropertyRadar) to add market value, property type, square footage, etc.
5. Design and implement dashboard in chosen BI tool (Looker Studio/Power BI/Tableau)
6. Document pipeline setup, data ingestion process, county addition procedure, credential management, troubleshooting steps
7. Deploy solution on Google Cloud with scheduled scraping tasks