Senior Software Engineer, Machine Learning Accelerators
2 days ago
About the Role
Aurora Innovation is seeking a talented Software Engineer to focus on ML Accelerators. As a key member of our team, you will work closely with our autonomy and hardware teams to understand our on-vehicle ML technology.
Key Responsibilities
- 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
Requirements
- 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
About Aurora Innovation
Aurora Innovation 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. We operate with integrity, set outrageous goals, and build a culture where we win together - all without any jerks.
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.
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San Francisco, California, United States Aurora Innovation Full timeAbout the RoleAurora Innovation is seeking a talented Software Engineer to join our team and focus on ML Accelerators. In this role, you will work closely with our autonomy and hardware teams to understand our on-vehicle ML technology.Key ResponsibilitiesDevelop perspectives on where opportunities and gaps might be in our machine learning software and...
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