Who We Are
Nuro is a pioneering AI Robotics company that enhances everyday life through robotics. Founded in 2016, Nuro has deployed fully autonomous vehicles on the roads of California and Texas. Our core technology, the Nuro Driver™, integrates cutting-edge AI software with automotive-grade L4 sense and compute hardware. The primary application of our technology is in autonomous goods delivery, partnering with globally recognized brands like Uber and FedEx.
About The Role
The ML Infrastructure team at Nuro is expanding, and we are seeking experienced engineers to contribute to our growth. As a member of this team, you will work on a machine learning-first software stack, providing solutions that support ML development across the company. This includes optimizing cloud training and onboard inference, developing a distributed training platform, and enhancing ML compiler architecture.
Key Responsibilities
- Develop and optimize distributed training processes to enhance speed and reduce costs.
- Engage in the development of a distributed training platform.
- Profile and optimize the performance of onboard inference systems.
- Improve the usability and functionality of ML compilers.
About You
You have at least 2 years of experience in machine learning, ML infrastructure, or GPU programming. You are proficient in C++/C and Python, and have a strong coding background. Knowledge of deep learning frameworks such as TensorFlow, PyTorch, or JAX is essential. Understanding of deep learning algorithms, including those used in computer vision, NLP, and behavior planning, is also crucial.
Bonus Points
- Experience with CUDA, Cublas, Cudnn, or other Nvidia SDKs.
- Familiarity with model quantization, compilers, or ML compilers like TensorRT, TVM, XLA, Clang.
- Experience with AI algorithms and hardware codesign.
- Knowledge of distributed training speedup technologies like Horovod, DeepSpeed.
- Proficiency in deep learning algorithms such as YOLO, Transformer.
Compensation and Benefits
For this role, the expected base pay range is between $138,225 and $207,575 annually, depending on your experience, qualifications, and location. This position also includes eligibility for an annual performance bonus, equity, and a comprehensive benefits package. Nuro is committed to fostering an inclusive and safe work environment for all employees.
Benefits Extracted with AI
- Annual performance bonus
- Equity
- Competitive benefits package
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