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Machine Learning Infrastructure Engineer
1 month ago
Nuro exists to better everyday life through robotics. Founded in 2016, we have developed autonomous driving (AD) technology and commercialized AD applications. Our world-class autonomous driving system combines AD hardware with our generalized AI-first self-driving software. Our system is built to learn and improve through data and is one of the few driverless autonomous technologies on public roads today.
Nuro has raised over $2B in capital from leading investors. We've partnered with some of the world's most respected brands, including Uber, FedEx, Domino's, Walmart, Kroger, and 7-Eleven.
About the Role
We are growing our team and looking for talented engineers to join us. Nuro is pursuing a ML-first software stack. The ML Infra team is building scalable machine learning infrastructure and distributed training solutions to empower the ML development at Nuro. We are seeking an experienced engineer to join our team and contribute to this effort.
About the Work
Your primary responsibilities will include:
- Researching and developing new distributed training frameworks and strategies to support training deep learning models with growing sizes.
- Improving model training speed by optimizing TensorFlow, Keras, PyTorch, and CUDA kernel implementation.
- Engineering advanced tools to profile and monitor model training performance across all teams, to detect and triage training problems.
About You
We are looking for an experienced engineer with a strong background in machine learning and software development. You should have:
- 2+ years of relevant work experience, or an equivalent experience in PhD.
- Experience in building a cloud-based distributed training platform, which fully supports data and model parallelism.
- Experience investigating and optimizing training performance bottlenecks for deep learning models.
What We Offer
We offer a competitive salary range of $167,200 - $250,800 and an annual performance bonus. You will also receive equity and a competitive 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 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.
