Sr. Staff Machine Learning Compiler

Number of employees

10000

United States, California, Palo Alto, United States

Posted on: 2022-05-18

Category: emobility

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Expired

Employment type:

Full time

Experience required:

Senior

Salary

Salary not provided

About the company:

Doing something different is never easy. It requires courage, optimism and grit. Core to our mission is building a team of adventurous individuals determined to make a positive impact on the world. This means challenging ourselves constantly. Stretching beyond the bounds of conventional thinking. Reframing old problems. Seeking new solutions. And operating comfortably in a space of uncertainty. While our backgrounds are diverse, our team shares a love of the outdoors and a desire to protect it for future generations. Do you like doing the impossible? We’d love to hear from you.

Rivian is on a mission to keep the world adventurous forever. This goes for the emissions-free Electric Adventure Vehicles we build, and the curious, courageous souls we seek to attract. 

As a company, we constantly challenge what’s possible, never simply accepting what has always been done. We reframe old problems, seek new solutions and operate comfortably in areas that are unknown. Our backgrounds are diverse, but our team shares a love of the outdoors and a desire to protect it for future generations. 

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 

Qualifications 

Required: 

  • 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 

Desirable 

  • 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 

 

Equal Opportunity

Rivian is an equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, sex, sexual orientation, gender, gender expression, gender identity, genetic information or characteristics, physical or mental disability, marital/domestic partner status, age, military/veteran status, medical condition, or any other characteristic protected by law.

Rivian is committed to ensuring that our hiring process is accessible for persons with disabilities. If you have a disability or limitation, such as those covered by the Americans with Disabilities Act, that requires accommodations to assist you in the search and application process, please email us at [email protected].

Privacy

We take your privacy seriously. For details please see our Candidate Privacy Notice.

 

Please note that we are currently not accepting applications from third party application services.

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