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The data scientist's role in the company is the serve as the ambassador between the data and the company. The success of a data scientist is measured by how well he/she can tell a story and make an impact. Every other skill is amplified by this ability. Challenge: Tell a story with statistics.
This is not a hard criterion, but is in line with eligibility specifications from similar competitive-entry bootcamps such as The Data Incubator, and it provides more clarity than the quips that a data scientist is a data analyst who lives in California or a business analyst who lives in New York.