Machine Learning Engineer, Autonomy ML Infra

Company: Nuro, Inc.
Location: Mountain View
Posted on: November 13, 2024

Job Description:

Who We Are -
Nuro exists to better everyday life through robotics. Founded in 2016, Nuro is a leading autonomous technology company with vehicles on road today in California and Texas. The company's core technology is the Nuro Driver, an integrated autonomous driving system consisting of state-of-the-art, AI-first software and custom-built sense and compute hardware. The first commercial application of the Nuro Driver is autonomous goods delivery with our custom, electric, zero-occupant vehicles in partnership with some of the most recognized brands in the world including Uber and FedEx.
About the Role
The Autonomy ML Infrastructure team is responsible for building & improving the core infrastructure for autonomy teams at Nuro. This includes, but is not limited to, model training pipelines, onboard inference & optimizations, data & feature pipelines, reinforcement learning (RL) infrastructure and overall developer productivity & best practices. -
In this role, you will work closely with teams across Nuro, to design, build and deploy core infrastructure components in machine learning model life cycle, to push the autonomous future forward. You will have an opportunity to work across the full stack of machine learning solutions - from designing robust and scalable model pipelines to building to deploying the optimized models on Nuro's fleet of self-driving robots!
About the Work

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• Develop scalable and robust ML pipelines for training large models and deploying them in production.
  
• Collaborate closely with machine learning domain experts and engineers across behavior, perception, research, mapping, infrastructure etc. to design and implement end-to-end ML solutions.
  
• Build frameworks and interfaces to accelerate machine learning development and maximize the utilization of hardware capabilities.
  
• Write robust, high quality software to increase our confidence in our vehicle's ability to navigate safely on-road.
  
  About You
  
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  • 4+ years of experience in ML infrastructure or large-scale distributed systems.
    
  • Experience with ML fundamentals and deep learning frameworks (like PyTorch, Jax, Tensorflow, Keras), especially around scalability, optimizations, profiling etc.
    
  • Proficient in Python and working experience with C++.
    
  • You are passionate about accelerating the benefits of robotics for everyday life.
    
    At Nuro, your base pay is one part of your total compensation package. For this position, the reasonably expected base pay range is between $167,200 and $250,800 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.
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Keywords: Nuro, Inc., San Ramon , Machine Learning Engineer, Autonomy ML Infra, Engineering , Mountain View, California