Machine Learning Systems Architect

2 days ago


Palo Alto, California, United States Rivian Full time

Rivian is a pioneering company that's on a mission to keep the world adventurous forever. This encompasses our Electric Adventure Vehicles and the passionate individuals we seek to attract.

The Platform Architecture team is where innovation thrives, pushing the boundaries of what's possible. As a Sr. Staff Machine Learning Engineer, you'll collaborate closely with Software, Hardware, System, and SoC groups to develop cutting-edge infrastructure for state-of-the-art machine learning models in ADAS systems.

This role involves graph and operator transformations, making new graphs perform efficiently on SoC, as well as creating or improving existing QAT infrastructure. You'll also be responsible for quantizing models to different data precisions while preserving their original accuracy and compressing models using structured sparsity schemes.

To excel in this position, you'll need:

  • BS in Electrical Engineering, Computer Science, or a relevant field
  • Expertise in one of the following areas: Quantization of Neural Networks, Sparsity of Neural Networks, Training of Neural Networks
  • Experience with ADAS-specific workloads and exposure to Transformers and LLMs
  • Demonstrated proficiency in C++, Python, Numpy, and Pytorch framework

We offer competitive compensation ranging from $206,500 to $258,100 annually for California-based candidates, along with a comprehensive benefits package.



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