Write advanced  complex SQL with performance tuning and optimization Identify ways to improve data reliability, data integrity, system efficiency and quality Participate in architectural evolution of data engineering patterns, frameworks, systems, and platforms including defining best practices and standards for managing data collections and integration Help to define the strategy and architecture required to integrate manufacturing data across multiple systems, improve the existing data warehouse architecture and support possible transition to the Cloud