Solution

A data analyst’s primary role is to extract actionable insights from data to support organizational decision-making. They interpret trends, assess performance against KPIs, and identify opportunities for optimization. For instance, an analyst in an e-commerce company might identify customer preferences through sales data to inform marketing strategies. By aligning their work with organizational goals, analysts bridge the gap between raw data and strategic actions. Their expertise in visualization, storytelling, and reporting ensures insights are accessible to stakeholders, enabling data-driven decisions. Why Other Options Are Incorrect: • A: Managing IT infrastructure is typically a systems administrator’s role. • B: While analysts may explore modeling, designing machine learning algorithms is more aligned with data scientists. • D: Project management and software development are outside a data analyst's scope. • E: Regulatory compliance is generally managed by legal and compliance teams.