Data scientists have become invaluable in conducting valid business analysis in the present business world. Certain key traits have been identified by business research which they must possess in order to benefit the organization. First of all they must have a sound understanding as well as appreciation of data. They must have some base knowledge of engineering to best utilize metrics and correlations. However data science is not an exact one, it has elements of art and that is something the concerned person must realize. They must be able to communicate effectively with the various stakeholders. Finally, the data scientist beyond being a number cruncher must have business acumen to derive meaningful results for the organization.

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