AI Digital Therapeutics Designer vs AI Dynamic Content Personalization Specialist

B AI Dynamic Content Personalization Specialist Only

• Prompt engineering and LLM orchestration for brand-consistent content generation
• Retrieval-Augmented Generation (RAG) pipeline design and vector database management
• Real-time feature engineering for user behavioral signals and contextual data
• Recommendation system architecture (collaborative filtering, content-based, hybrid models)
• A/B testing, multivariate experimentation, and multi-armed bandit optimization
• Customer data platform (CDP) integration and identity resolution across channels
• Content governance, brand safety guardrails, and AI output quality assurance
• API design and microservices architecture for low-latency content delivery