(Download) P.D.F Minding the Machines: Building and Leading Data Science and Analytics Teams

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Download Minding the Machines: Building and Leading Data Science and Analytics Teams

Learn and provide clear insights into how to structure and lead a successful analytics team. This is a deceptively challenging goal since there are no templates to work from. Establishing a project management office, information services, or human resources department is an understood process and does not vary greatly between organizations. Establishing an analytics team, by contrast, requires a significant up-front investment in understanding and contextualizing the initiative. Many organizations have attempted to use operating models and templates from other functions, in particular IT and operations research. This fundamental misunderstanding of where analytics fits within an organization has led to visible failures and has set back the analytical maturity of many organizations. Business leaders need to hire or develop data-centric talent who are able to step back from analysis and project management to view their work through a lens of value-creation.Understand how organizations