The difference between a marketing analyst and a data scientist lies in their output and expertise. A data scientist collects structured and unstructured data and prepares it so it can be analyzed. In comparison, a marketing analyst analyzes and interprets information originated by a data scientist and delivers recommendations. Data scientists have more data expertise, while marketing analysts have more business insight.