The Data Vault Handbook - Concepts and Applications

Data Engineer or Analytics Engineer: This role is responsible for building and evolving the Enterprise Data Platform. Data Engineers focus on loading data from source systems, creating Data Vault structures, and ensuring the platform is maintained and scalable. They are typically T-skilled or cross-functional, combining deep expertise in specific areas with broad knowledge across the data lifecycle Tester: They ensure the accuracy and validity of the solutions being built. They verify that data is correctly ingested, processed, and delivered, ensuring that it meets both technical and business requirements. Automated testing can play a big part here, enabling the team to catch issues early and maintain quality DevOps Specialist: This role focuses on the collaboration between development and operations teams to improve the efficiency of software delivery. DevOps Specialists are responsible for automating deployment processes, managing infrastructure, and ensuring that development practices align with operational requirements. They play a crucial role in maintaining continuous integration and continuous delivery (CI/CD) pipelines, facilitating rapid and reliable product updates