Software Engineer, ML Infrastructure, Optimization
- Optimize Nuro’s autonomy stack with cutting-edge optimization techniques like quantization, low precision inference, and model pruning.
- Work with autonomy engineers to optimize, validate, and deploy large language models.
- Develop and maintain a world-class model compiler framework, FTL.
- Write robust, high quality software to increase our confidence in our vehicle’s ability to navigate safely on-road.
- Collaborate closely with machine learning domain experts and engineers across behavior, perception and mapping to design and implement end-to-end learned ML solutions.
- Highly productive, motivated, and comfortable with new, unfamiliar environments.
- Proficient in Python and C++.
- Working experience deep learning frameworks (like PyTorch, Jax, Tensorflow, Keras).
- You are passionate about accelerating the benefits of robotics for everyday life.
- Experience with ML optimization techniques such as quantization and pruning, and ML compilers.
- Experience maintaining, profiling, and optimizing GPU ML compilers & runtimes.
- Experience writing custom ML operators in CUDA and Triton Language.
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