Senior ML Engineer - Model Compression
G
General Motors
📍 Sunnyvale, CA, United States
Job Description
**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...
**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...