Senior Software Engineer, Machine Learning Infrastructure

Reposted 22 Days Ago
Mountain View, CA
In-Office
184K-276K
Mid level
Artificial Intelligence • Automotive • Information Technology • Robotics
The Role
You will build scalable machine learning infrastructure, collaborate with ML researchers, and implement tools for model deployment and evaluation.
Summary Generated by Built In

Who We Are 

Nuro is a self-driving technology company on a mission to make autonomy accessible to all. Founded in 2016, Nuro is building the world’s most scalable driver, combining cutting-edge AI with automotive-grade hardware. Nuro licenses its core technology, the Nuro Driver™, to support a wide range of applications, from robotaxis and commercial fleets to personally owned vehicles. With technology proven over years of self-driving deployments, Nuro gives the automakers and mobility platforms a clear path to AVs at commercial scale—empowering a safer, richer, and more connected future.

About the Role

Our team is growing and we are looking for talented engineers to join us and build a world-class ML-first self-driving solution. The ML Infra team is building scalable machine learning infrastructure and distributed training solutions to optimize and accelerate ML development at Nuro.

About the Work

Depending on your skill set and areas of interest you will work on some or all of the following:

  • Build up a model serving platform for efficient large-scale simulations and reinforcement learning (RL) training.
  • Collaborate with ML researchers to optimize large distributed processes like PyTorch ML training  and latency-critical processes like an on-edge ML runtime.
  • Maintain observability and monitoring for critical services like ML training, data dumping, and deployment.
  • Implement tools to track the model development lifecycle for an efficient deployment and evaluation process.

About You

  • 2+ years of relevant work experience or an equivalent experience in Masters/PhD with 2+ years of relevant experience.
  • Strong coding skills in Python or C++.
  • You have relevant exposure to the ML development life cycle and ML models.
  • You have experience in building a cloud-based distributed training platform.
  • You have experience profiling and optimizing performance bottlenecks for deep learning models.

Nice to have

  • Experience with model & data parallel training frameworks like PyTorch FSDP
  • Experience with ML optimization techniques like quantization, distillation, or pruning.
  • Experience with ML compiler frameworks like XLA, Pytorch compiler, or MLIR
  • Experience with on-device ML deployment frameworks like ONNX, TensorRT or Nvidia DriveOS.

At Nuro, your base pay is one part of your total compensation package. For this position, the reasonably expected base pay range is between $193,930 and $291,150 for the level at which this job has been scoped. Your base pay will depend on several factors, including your experience, qualifications, education, location, and skills. In the event that you are considered for a different level, a higher or lower pay range would apply. This position is also eligible for an annual performance bonus, equity, and a competitive benefits package.

At Nuro, we celebrate differences and are committed to a diverse workplace that fosters inclusion and psychological safety for all employees. Nuro is proud to be an equal opportunity employer and expressly prohibits any form of workplace discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, veteran status, or any other legally protected characteristics. #li-dnp

Top Skills

C++
Nvidia Driveos
Onnx
Python
PyTorch
Tensorrt
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The Company
Mountain View, CA
908 Employees
Year Founded: 2016

What We Do

We're on a mission to better everyday life through robotics.

Our custom electric autonomous vehicles are designed to bring the things you need—from produce to prescriptions—right to your home. Nuro’s autonomous delivery can give you valuable time back and more freedom to do what you love. This convenient, eco-friendly, safe alternative to driving can make streets safer and cities more livable. Nuro has brought autonomous delivery to local communities in Texas, Arizona, and California—for less driving and more thriving.

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