1. Working with Agentic AI: Systems Engineer How Human Skills and Agentic Skills Dynamically Combine Across Systems Engineering Responsibilities 1.1. Systems Engineering as Professional Work A Systems Engineer works across the technical and organizational boundaries of complex engineered systems to help ensure that system elements, interfaces, requirements, designs, processes, and lifecycle activities function together as a coherent whole. The role involves understanding stakeholder needs, defining and analyzing system requirements, developing and evaluating system architectures, modeling system behavior and relationships, managing interfaces and dependencies, evaluating design alternatives, identifying technical risks, coordinating system integration, supporting verification and validation, maintaining requirements traceability, managing technical changes, investigating system-level problems, and coordinating engineering information across different technical disciplines. Systems Engineers may also contribute to technical planning, design reviews, configuration management, system transition, operation and maintenance, quality and compliance activities, and continuous improvement of engineering processes. Their responsibilities therefore extend beyond designing individual components: they continuously connect stakeholder needs, system requirements, architecture, hardware, software, data, interfaces, constraints, risks, verification evidence, operational conditions, and lifecycle considerations while applying systems thinking and professional judgment to determine how individual elements and engineering decisions affect the behavior and effectiveness of the system as a whole. ...