Role Summary
In this position you will be a key member of the ML Compiler team working on software tools to enable inference of deep learning networks hardware on Rivian Hardware Platforms. You will work closely with the Rivian ADAS and Hardware teams and evaluate various implementation targeting for performance. You will help bring up new hardware and add support in the compiler for these hardware features
Responsibilities
- Collaborate with product teams to distill the requirements
- Work with popular neural networks frameworks
- Understand overall SOC compute and hardware accelerators with all peripherals and memory requirements
- Design, develop and test software tools and compilers that enable state-of-the-art technologies on our next-generation hardware platform
- Influence software and hardware architectural strategies within Rivian
- Monitoring the performance of the hardware architecture in the field and refining the design
- Perform other duties as required or assigned within the scope of the position
Qualifications
Required Skills:
- Advanced degree in Computer Science or Electrical/Computer Engineering
- Experience with compiler development process and framework
- Knowledge of LLVM or Machine learning compiler frameworks such as TVM or MLIR is a plus
- Hands on experience with evaluating various state-of-the-art Deep Neural Network (DNN) architectures for inference
- Strong object-oriented design and development skills
- In depth experience with the design and/or deployment of such technologies
Preferred Skills:
- Understanding of automotive requirements
- Understanding of autonomous vehicle requirements
- Understanding of the evolution of deep learning techniques and their impact on efficiencies on SOC architectures
- Experience working on high volume products
- Experience working in aggressive design environments
Salary Range/Hourly Rate for California Based Applicants: $230,000 - $264,000 (actual compensation will be determined based on experience, location, and other factors permitted by law).
Benefits Summary: Rivian provides robust medical/Rx, dental and vision insurance packages for full-time employees, their spouse or domestic partner, and children up to age 26. Coverage is effective on the first day of employment, and Rivian covers most of the premiums.