design, scalability, reliability, performance, fault tolerance, testing, and observability. Experience designing and delivering AI-powered products, agentic workflows, AI agents, recommendation systems, decisioning systems, personalization, or next-best-action experiences. Experience building the backend orchestration, services, APIs, and feedback loops that connect AI or ML models to real customer actions … communicate complex AI concepts clearly and influence Product, Engineering, UX, Design, and business stakeholders. Nice to Have Qualifications Direct experience with recommendation systems, decisioning, personalization, ranking, experimentation, or next-best-action products. Experience integrating CRM, marketing, campaign, advertising, or customer data across multiple systems. Experience in marketing technology or other ...