On the must have skills for the data scientist. A pretty good overview, including some information about where to get more detail. I will emphasize: Either direct experience in the use of business data in that business sector, or the ability to cooperatively work with the people who have that experience. Also the assurance you will get enough time from these same resources.
You will always have to work with a group that manages data and business process. You must have the STRONG ability to collaborate with these people. You will also have to sell any business solution to these same groups and their management.
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