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Senior ML Engineer - Model Compression

Company

General Motors

Location

Austin, TX

Type

Full-time

**Job Description**


**About the Team**





The Compression and Parity team in GM’s Autonomous Vehicle (AV) Organization enables repeatable, high-velocity model deployments through principled and automated model compression under strict safety guarantees. We partner closely with model developers and deployment and infra engineers to ship numerically robust, low-latency models to the car, blending rigorous analysis with state-of-the-art methods and our own innovations.





**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...

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