In brief Opening summary: In the era of big data, the data scientist stands at the intersection of technology, business strategy, and storytelling. The role has evolved beyond numerical crunching to include ethical considerations, explainability, and scalable deployment. This article dissects the core competencies, the life cycle of data work, the modern toolset, and the …