The role requires working knowledge of the broader Physical AI lifecycle, including digital twins, simulation, robot training, industrial data, cloud and edge infrastructure and operational optimization, while bringing deep expertise in robotics systems architecture, robotics software, robot intelligence, multi-robot orchestration and production deployment. It owns the specialist robotics architecture for robotics intelligence platforms, multi-robot orchestration, robot and fleet integration, runtime services and lifecycle operations, working in partnership with solution architects, delivery teams, ecosystem partners and client engineering leaders.