Design, develop, and maintain robust web scraping scripts and applications to extract data from various online sources.
Perform data extraction from multiple websites, effectively handling both static and energetic content.
Clean, validate, and structure large volumes of scraped data to ensure accuracy for further analysis.
Monitor scraping pipelines for data quality, troubleshoot scraping failures, and implement solutions to maintain effectiveness.
Collaborate with team members to define data requirements and deliverables, ensuring alignment with project goals.
Document scraping processes and maintain code for scalability and reusability in future projects.
Requirements Have proven experience in building and maintaining web scrapers using tools such as Python, Scrapy, Selenium, or similar technologies.
Have expertise in handling APIs, RESTful interfaces, and parsing JSON/XML data.
Demonstrate proficiency with data cleaning, manipulation, and storage using relational or NoSQL databases.
Have knowledge of web security concepts and best practices for ethical scraping.

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📌 Data Extraction Specialist | $50/hr Remote (Manitoba)
🏢 Crossing Hurdles
📍 Manitoba