The Deduction and Collection Analyst at Trilliant Food and Nutrition is responsible for managing customer deductions and collections using Microsoft Dynamics AX ERP and HighRadius tools. This role involves analyzing outstanding customer deductions, ensuring accurate cash application, and maintaining good financial standing for customers, which is crucial for the financial health of the organization and customer satisfaction.