Of interest, taught aspects of this at my recent Columbia Course. The PDF below is very visual and largely non-technical. Worth a look.
Optimizing the Effectiveness of Data Science Teams
Data science efforts are only as good as the results they deliver. In this Big Data world, executives are relying on data scientists to help them move their company forward. Here are five ways companies can improve the value of data science
From Appuri Bob E. Hayes, PhD, Chief Research Officer