Here is a small quote from Practical Data Science with R Chapter 1.
It is often too much to ask for the data scientist to become a domain expert. However, in all cases the data scientist must develop strong domain empathy to help define and solve the right problems.
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Data Scientist and trainer at Win Vector LLC. One of the authors of Practical Data Science with R.