Build and own backend features and scalable data pipelines end-to-end. Design distributed systems, APIs, and data access patterns for analytics and search. Ensure reliability, performance, testing, and operational readiness. Collaborate with PMs and engineers, apply experimentation and AI-assisted workflows, and document systems and best practices.