When building a data science team, the traditional focus has often been on technical skills—expertise in machine learning algorithms, statistical modeling and data analysis.

"If we're saying data science is a team sport, you don't just need all the players; you need a coach," said Matt Aslett, research director for the data, AI & Analytics Channel at 451 Research.