- Design and maintain large-scale scraping systems that operate reliably against Google and other highly defended websites.
- Build scrapers for dynamic, JavaScript-heavy pages using browser automation and hybrid approaches.
- Adapt scraping systems to changes in page structure, request flows, and anti-automation mechanisms.
- Engineer extraction pipelines that prioritise data accuracy, consistency, and observability.
- Implement proxy, fingerprinting, and request-routing strategies to maximise stability and throughput.
- Monitor scrape health, detect failures, and debug production issues.
- Optimise performance, cost, and latency across scraping infrastructure.
- Work with data engineers, data scientists, and product teams to ensure scraped data is usable and trusted.
- Document scraping logic and operational runbooks.