In this episode, Dean Wood, Principal Data Scientist at Mango Solutions and Chris James, Mango's Deputy Director of Client Services, discuss the importance of Data Engineering underpinning all data-driven transformation.  They consider the essential elements that must be in place to maximise the chances of an effective data-science function and they discuss the role of data engineers as an essential part of any data and analytics team.