From our professional experience, every data engineering project is unique, and its duration varies from one client to another. The implementation stage usually takes a few months but can extend to years if the customer decides to take an extensive approach to its data optimization strategy and add new features/services along the way. Other factors that matter are the complexity of the project, its size, scope, and budget.