3+ years of professional experience working with web scraping or data collection at scale Strong proficiency in Python and common scraping libraries/frameworks such as Selenium, Playwright, BeautifulSoup, Scrapy Solid understanding of HTML, CSS, JavaScript, HTTP, and browser behavior Experience building automated, production-grade workflows Hands-on experience with cloud platforms (AWS, GCP, or Azure) Strong experience with logging, monitoring, and alerting Experience with containers (Docker) and familiarity with CI/CD workflows Exposure to LLMs for tasks like parsing, information extraction, or automation Strong problem-solving skills