Data engineers focus on building and managing data pipelines, ETL (Extract, Transform, Load) processes, and data infrastructure. They ensure data availability, reliability, and accessibility. Data architects, on the other hand, design the overall data ecosystem, including data models, databases, and system integration. They define data standards, storage strategies, and ensure data aligns with business needs.