Senior Computer Vision Engineer
3 weeks ago
At Rivian, we're committed to innovation and excellence. Our Platform Architecture team is seeking a highly skilled Sr. Staff Machine Learning Engineer to join our ranks.
This pivotal role involves developing the infrastructure necessary for efficient performance and execution of state-of-the-art machine learning models in ADAS systems on SoC. You'll work closely with cross-functional teams to understand workloads, enable running workloads on HW, and help define future enhancements to hardware and models.
Your key responsibilities will include:
- Migrating various versions of ADAS perception models (development, production, prototype) to SoC
- Creating or improving existing QAT infrastructure
- Quantizing models to different data precisions while preserving original FP32 accuracy
- Compressing models using structured sparsity schemes
To succeed 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 a comprehensive benefits package and competitive compensation ranging from $206,500 to $258,100 annually for California-based candidates.
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