The Application Administrator at the University of Missouri is responsible for becoming an expert in the eCompliance application, primarily used by research compliance offices. This role involves providing primary support for eCompliance, understanding various administrative processes, and training new employees on the application. The position requires problem-solving skills and effective communication with both administrative offices and their customers, ensuring smooth operation and user satisfaction.