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Responsibilities & Qualifications RESPONSIBILITIES The preparation of equipment configurations and validation of configurations for new installations, changes within the network, software upgrades for Campus Switches Understand equipment capabilities to follow fault diagnosis procedures to support effective fault resolution for Campus Switches Understand equipment capabilities to follow network operational support procedures related to Campus Switches Support of the network environment to include assessing the health of the hardware and software infrastructure for Campus Switches Network related testing to ensure installation follows established guidelines and capabilities for Campus Switches Implementation, integration & migration planning and operational support for Campus Switches Troubleshooting of network issues at layers 1, 2, & 3 of the OSI Network model Ongoing, informal, knowledge transfer for Campus...

Job Description The Senior ML Validation Research Engineer will lead applied machine learning research focused on improving verification and validation of ML components used in robotics and autonomous driving systems. This role centers on simulation-based evaluation, uncertainty modeling, scenario coverage automation, and transforming advanced ML research into working prototypes that enhance the efficiency, accuracy, and coverage of ML system validation. Key Responsibilities Prototype research concepts into performant tools integrated into CI/CD and large-scale validation pipelines. Advance ML research for open and and closed loop simulation validation. Develop scenario generation, coverage-guided testing, and rare-event discovery tooling. Create robust metrics, predictors, uncertainty and Out-of-Distribution detection methods for autonomy ML systems. Evaluate deep learning modules across perception, prediction, and planning in realistic...