Data scientists are not scarce, but rather their role is evolving as technology advances. Automation will free up time for core tasks like statistical analysis and modeling, while open-source communities and tools will expand the pool of knowledgeable data scientists available to organizations. The key to unlocking insights from Big Data lies in finding people within an organization who can interpret its data, a task that can be accomplished by leveraging existing talent rather than searching for mythical "data scientists".