2 часа назад
Senior/Staff Software Engineer, ML Infrastructure, Optimization (Autonomous Driving)
193 930 - 352 290$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior/Staff Software Engineer, ML Infrastructure, Optimization (Autonomous Driving): Building scalable machine learning infrastructure, model pipelines, compilers, and optimized models for Nuro’s self-driving vehicle fleet with an accent on quantization, distillation, model compression, and GPU runtime optimization. Focus on developing the FTL model compiler, deploying large language models, and designing reliable end-to-end ML solutions for perception, behavior, and mapping.
Location: Mountain View, California, United States
Salary: $193,930–$352,290 base pay annually, plus annual performance bonus, equity, and benefits.
Company
develops Level 4 autonomous driving technology and a universal autonomy platform for robotaxis, logistics fleets, personal vehicles, and other mobility applications.
What you will do
- Optimize ’s autonomy stack using quantization, distillation, pruning, and model compression techniques.
- Design, build, and deploy infrastructure components across the machine learning model lifecycle.
- Optimize, validate, and deploy large language models with autonomy engineering teams.
- Develop and maintain the FTL model compiler framework, including GPU ML compilers and runtimes.
- Write robust, high-quality software that improves confidence in autonomous vehicle navigation safety.
- Collaborate with machine learning experts and engineers across behavior, perception, and mapping on end-to-end learned ML solutions.
Requirements
- 3+ years of relevant experience in ML optimization infrastructure.
- Experience with ML optimization techniques such as quantization and pruning, as well as ML compilers.
- Experience maintaining, profiling, and optimizing GPU ML compilers and runtimes.
- Proficiency in Python and working experience with C++ and CUDA.
- Experience with deep learning frameworks such as PyTorch, JAX, TensorFlow, or Keras.
- Passion for accelerating the benefits of robotics in everyday life.
Culture & Benefits
- Annual performance bonus, equity, and a competitive benefits package.
- Commitment to diversity, inclusion, psychological safety, and equal employment opportunity.
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