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The Business Data Analyst at Carter Machinery is responsible for analyzing business problems and issues using data from various sources to provide insights for decision-making. This role involves identifying trends and patterns in datasets, creating specifications for reports, and participating in cross-functional teams to address business challenges. The analyst will also prototype solutions for displaying information based on business needs.