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Principal Software Engineer, ML Accelerators

Company: Knewin
Location: San Francisco
Posted on: April 3, 2024

Job Description:

Who We Are Aurora (Nasdaq: AUR) is delivering the benefits of self-driving technology safely, quickly, and broadly to make transportation safer, increasingly accessible, and more reliable and efficient than ever before. The Aurora Driver is a self-driving system designed to operate multiple vehicle types, from freight-hauling semi-trucks to ride-hailing passenger vehicles, and underpins Aurora Horizon and Aurora Connect , its driver-as-a-service products for trucking and ride-hailing. Aurora is working with industry leaders across the transportation ecosystem, including Toyota, FedEx, Volvo Trucks, PACCAR, Uber, Uber Freight, U.S. Xpress, Werner, Covenant, Schneider, and Ryder. For Aurora's latest news, visit aurora.tech and @aurora_inno on Twitter. Aurora hires talented people with diverse backgrounds who are ready to help build a transportation ecosystem that will make our roads safer, get crucial goods where they need to go, and make mobility more efficient and accessible for all. We're searching for a Software Engineer to focus on ML Accelerators In this role, you will

  • Work closely with our autonomy and hardware teams to understand our on-vehicle ML technology
  • Develop perspectives on where opportunities and gaps might be in our machine learning software and hardware strategy with a longer-term horizon in mind
  • Maintain relationships and intel across the ML ecosystem including both established players and start-ups (accelerators, software modules, etc.) for both existing and future products
  • Execute internal research and development of ML software and hardware technology
  • Surface high-impact findings to relevant Engineering leadership, keeping feedback loop going to influence Aurora's ML strategy
  • Help drive value to key engineering stakeholders Required Qualifications
    • Minimum 5+ years of professional experience
    • BS, MS, or PhD in Computer Science or related field
    • Strong programming skills in C++, Python
    • Familiarity with at least one deep learning framework (PyTorch, TensorFlow, MXNet, etc.)
    • Basic understanding of computer vision deep learning models.
    • Strong analytical skills, especially for performance troubleshooting (e.g. profiling, roofline model)
    • Familiarity with CUDA, OpenCL, OpenVX, Halide or other SIMD programming models
    • Familiarity with ML-specific accelerators (NPUs, TPUs, IPUs, etc---)
    • Ability to quickly learn and adapt to new technology
    • Ability to work on large code bases and a fast growing environment.
    • Strong communication skills
    • Comfortable with Linux/other unix environments Desirable Qualifications
      • Experience with inference on edge platforms
      • Experience with cloud ML training pipelines
      • HPC experience Pay Range: The base salary range for this position is $247,000 - $395,000. Aurora's pay ranges are determined by role, level, and location. Within the range, the successful candidate's starting base pay will be determined based on factors including job-related skills, experience, qualifications, relevant education or training, and market conditions. These ranges may be modified in the future. The successful candidate will also be eligible for an annual bonus, equity compensation, and benefits. #LI-WS1 #Director Working at Aurora At Aurora, we bring together extraordinarily talented and experienced people united by the strength of our values. We operate with integrity, set outrageous goals, and build a culture where we win together - all without any jerks. We have offices in several locations across the United States, where we encourage team and cross-functional collaboration. Aurora offers competitive medical, dental, and vision benefits, and additional healthcare support including medical transportation reimbursement, fertility, adoption, and surrogacy benefits. We empower our employees and their families with options to further their unique physical, mental, and financial well-being. Our Learning and Development offerings include Aurora Academy, where our people learn, develop, and practice the essential skills that drive Aurora's mission, continually up-leveling our team along the way. Our Careers page provides insight into career opportunities at Aurora, and you can find all the latest news on our Blog . Safety is central to everything we do. Every employee at Aurora has a role in contributing to safety, every step of the way. We seek candidates who take active responsibility, can contribute to building an atmosphere of trust, and invest in the organization's long-term success by working safely - no matter what. We believe that self-driving technology has broad benefits - including increased access to transportation. To realize those benefits, we need a workforce with diverse experiences, insights, and perspectives - a workforce that reflects the communities our technology will serve. Aurora is committed to providing access to anyone who seeks information from our website. We invite anyone using assistive technologies, such as a screen reader or Braille reader, to email us at careersiteaccommodations@aurora.tech if they experience difficulty using our website. Please describe the accessibility problem and include a URL (if available). Aurora considers candidates without regard to their race, color, religion, national origin, age, sex, gender, gender identity, gender expression, sexual orientation, marital status, pregnancy status, parent or caregiver status, ancestry, political affiliation, veteran and/or military status, physical or mental disability, or any other status protected by federal or state law. Aurora considers qualified applicants with criminal histories, consistent with applicable federal, state and local law. We are also committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at careersiteaccommodations@aurora.tech. For California applicants, information collected and processed as part of your application and any job applications you choose to submit is subject to Aurora's California Employment Privacy Policy . Diversity, Equity and Inclusion At Aurora, every employee is empowered to take an active role in building an inclusive, collaborative, and unified culture that leverages our diverse strengths, perspectives, and backgrounds. Transforming how the world moves people and goods involves seeking to understand backgrounds, insights, and lived experiences that differ from our own. One way we accomplish that is with our 15 employee-led Aurora Unified Groups, which support diverse voices and drive inclusive collaboration. We believe that teamwork, belonging, and trust motivate and support our employees to do their best work. As our team grows, we strive to attract and retain exceptional talent that adds new perspectives and experiences and continues to drive innovation. Learn more on our Culture Page . We are committed to helping qualified military community members leverage their talents in service of our mission. To understand how your military experience aligns with career opportunities at Aurora, review your military job classification atMyNextMove.org and consider applying for open positions corresponding to your identified skills and experiences!
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Keywords: Knewin, San Francisco , Principal Software Engineer, ML Accelerators, IT / Software / Systems , San Francisco, California

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