ML Software Architect
1 week ago
Aurora Innovation is a leading technology company that delivers the benefits of self-driving vehicles safely, quickly, and broadly. Our mission is to make transportation safer, more accessible, and efficient than ever before.
Job DescriptionWe are seeking a highly skilled Software Engineer to join our team as a key contributor to our ML Accelerators project. 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, maintain relationships and intel across the ML ecosystem, execute internal research and development of ML software and hardware technology, and surface high-impact findings to relevant Engineering leadership.
Required Skills and Qualifications- Minimum 5+ years of professional experience
- BS, MS, or PhD in Computer Science or related field
- Strong programming skills in C++ and 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
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