Develop and track metrics to measure scraper impact and the effectiveness of anti-scraping defenses. Collaborate with engineering teams to design, test and launch new anti-scraper rules, models and system enhancements.
Investigate proof-of-concept attacks and research reports that identify blind spots and guide the engineering team's development priorities. Evaluate the effectiveness of existing and proposed detection mechanisms, understanding the impact on scrapers and real users.
Contribute to the development of signals and features for machine learning models to detect abusive behavior. Develop and maintain threat intelligence on scraper actors, motivations, tactics and the scraper ecosystem.
Minimum qualifications
Bachelor's degree or equivalent practical experience.
7 years of experience in data analysis including identifying trends, generating summary statistics and drawing insights from quantitative and qualitative data.
7 years of experience in managing projects and defining project scope, goals and deliverables.
Experience with data analysis, statistical analysis and data science.
Preferred qualifications
Master's degree in Statistics, Computer Science, Mathematics, Engineering, or a related quantitative field.
10 years of experience in a data-related role such as threat intelligence, data science, trust and safety, or fraud analysis.
Experience with threat intelligence, anti-abuse, security, network analysis, fraud detection or Search Engine Optimization (SEO).
Experience with SQL, JavaScript, Python or C++.
Experience with machine learning systems and concepts.
Experience with abuse detection, spam, web development or project management.
Bachelor's degree or equivalent practical experience.
7 years of experience in data analysis including identifying trends, generating summary statistics and drawing insights from quantitative and qualitative data.
7 years of experience in managing projects and defining project scope, goals and deliverables.
Experience with data analysis, statistical analysis and data science.