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Niche scraping/anti-bot skills reduce applicant density despite known brand and metro location.
Specialized anti-bot, proxy, and scraping expertise limits easy cross-industry transferability.
Specific anti-bot, proxy, and scraping tech requirements increase filter strictness despite low years required.
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Design and build scalable distributed web scraping architectures processing data from thousands of domains.
Reverse engineer APIs and mobile apps; detect and bypass anti-bot mechanisms to build human-like crawlers.
Lead technical innovation in scraping by prototyping new approaches, anomaly detection, and team knowledge sharing.
Minimum 1+ years experience with Python and large-scale web scraping projects.
Strong familiarity with anti-bot technologies including fingerprinting, WAFs, and JavaScript challenges.
Experience with Scrapy, Requests, httpx, Selenium, Playwright, or custom headless browser drivers.
Skilled in proxy management, session and cookie handling, debugging browser and HTTP traffic.
Experienced in overcoming complex anti-bot measures and building resilient scraping systems at scale.
Operates with strong technical independence and problem-solving ability in ambiguous environments.
Comfortable working with structured data storage formats and diverse databases like MongoDB, InfluxDB, and Redis.