You can:
help to identify the data engineering requirements for any data science product, while working with data engineers and data scientists to design and deliver those products into the organisation effectively understand the need to cleanse and prepare data before including it in data science products and can put reusable processes and checks in place understand a broad range of architectures (including cloud and on-premise) and data manipulation and transformation tools deployed within the organisation, and can use these tools appropriately and help others use them