The Fraud Patterns Analyst role at Stripe focuses on developing and maintaining fraud rulesets to combat transaction fraud. Key responsibilities include conducting advanced data analysis, collaborating with cross-functional teams, and investigating fraud incidents. The ideal candidate should have at least five years of experience in data analysis and fraud management, with advanced proficiency in SQL.