Adobe Real-Time CDP Developer Experts must demonstrate proficiency in architecting and implementing real-time customer data platforms by managing complex data ingestion pipelines from diverse offline and online sources. Candidates require deep technical expertise in Schema Registry, Experience Data Model (XDM) architecture, and identity stitching strategies to unify cross-channel profiles. The certification validates the ability to configure Adobe Experience Platform (AEP) connectors, execute batch and streaming data ingestion, and manage segmentation workflows via Profile Service. Developers must navigate Query Service for SQL-based data extraction, ensure robust governance through Privacy Service, and integrate real-time activations across enterprise marketing technology stacks using Edge Network APIs.