Senior Machine Learning Engineer, Autonomy ML Infrastructure
5 days ago
The Autonomy ML Infrastructure team at Nuro is responsible for building and improving the core infrastructure for autonomy teams. This includes 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 the machine learning model life cycle. You will have the opportunity to work across the full stack of machine learning solutions, from designing robust and scalable model pipelines to building and deploying optimized models on Nuro's fleet of self-driving robots.
About the Work
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
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.
Nuro offers a competitive total compensation package, including an annual performance bonus, equity, and a comprehensive benefits package. 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 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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