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You should have hands-on experience with Python-based web scraping and data extraction from complex sites, including dynamic/JavaScript-rendered pages. You’ll be comfortable troubleshooting scraping failures, validating outputs, and delivering clean structured data. In this role, you’ll own end-to-end scraping workflows: extracting data across multi-level site structures, using a mix of internal tools and your own scripts/workflows. You’ll validate and normalize data, enforce formatting requirements, and deliver accurate structured datasets.