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Decision-making skills have to be in place before a team can get value out of data. This individual is responsible for identifying decisions worth making with data, framing them (everything from designing metrics to calling the shots on statistical assumptions), and determining the required level of analytical rigor based on potential impact on the business. Look for a deep thinker who doesn’t keep saying, “Oh, whoops, that didn’t even occur to me as I was thinking through this decision.” They’ve already thought of it. And that. And that too. file:///C:/Users/user/Documents/texte%20mars/Top%2010%20roles%20in%20AI%20and%20data%20science%20–%20Hacker%20Noon.pdf