About the Role** Over time, you will help grow and evolve the Compression and Parity function through the following: + Developing and iterating on quantizationand compressionstrategiesfor ourAV models,consideringmodel numerical properties, safety and latency constraints, andhardware performance, andpartnering on deployment of quantized modelsto NVIDIA-based AV hardwarewith our deployment, compiler, and kernel teams + Advancing our numerical sensitivity analysesto recommend safecompressionpolicies per op/layer/block,using AV-relevant metrics(perception, trajectory,etc.) to evaluate compressed models,andcollaborating withEmbodied AItosupportcompression-aware modeling + Evolvingsensitivity analysis, compression, and parity toolinginto a connected, automated flow that makes low-precision deployments repeatable, reliable, and low-touch,with an emphasis onrobust execution and maintainability + Bridging the gapbetweenstate-of-the-artmodel compressionresearch andsafety-constrained deploymentwhilemakingstrong technical contributions incross-functional projectsand educating others on best practices **Your Skills & Abilities (Required Qualifications) ??** ? Join us to help lead the change that will make our world better, safer and more equitable for all by becoming a member of GM's Talent Community (beamery.com) (https://flows.beamery.com/generalmotors/talcom) .