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A: Extracting value out of data is not a trivial task, and one of the key elements of any such "making sense out of data" program is the people, who must have the right skills. Data scientists are not traditional business analysts, they are professionals with the rare capability to derive mathematical models from data to reap clear and hard-hitting business benefits. They need to network well across different business units and work at the intersection of business goals, constraints, processes, available data and analytical possibilities. 

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