14 hours ago
Mountain View, CA, USASenior / Staff+
H1B sponsor
Base Salary
$194k - $291k/yr
Responsibilities
- Research, develop, and implement state-of-the-art online mapping models and algorithms.
- Analyze online mapping system performance and identify architecture, data, and evaluation improvements in end-to-end ML systems.
- Integrate online mapping models into centralized architectures with other ML teams.
- Collaborate with autonomy, infrastructure, and systems stakeholders on online mapping requirements.
- Build robust ML and mapping systems using real-world camera and LiDAR data in uncertain environments.
Requirements
- Proven experience solving in-production machine learning problems and making tradeoffs among data, models, and evaluation.
- Deep understanding of machine learning fundamentals and hands-on experience training and evaluating modern ML models.
- Experience applying ML to autonomous vehicles, robotics, mapping, computer vision, or related areas.
- Experience with robotics-related ML applications and 3D geometry.
- Strong Python skills and experience with deep learning frameworks such as PyTorch, TensorFlow, or Jax.
- Experience with complex multi-component systems, ML pipelines, or optimizing and productizing ML models is beneficial.
- Familiarity with distributed training and ML compilers is beneficial.
- Research publications at conferences such as NeurIPS, ICLR, ICML, CVPR, RSS, CoRL, or ICRA are beneficial.
- Deep understanding of 3D geometry and state estimation fundamentals is beneficial.
Benefits
- Base pay is expected to range from $193,930 to $291,150 for the scoped level.
- Eligible for an annual performance bonus, equity, and a competitive benefits package.
Categories
ML EngineeringRobotics
About Nuro
Nuro builds the Nuro Driver, a Level 4 self-driving platform for robotaxis, commercial fleets, and personally owned vehicles. It licenses its autonomy software and integrates it with automotive-grade hardware for automakers and mobility platforms. Founded in 2016 and headquartered in Mountain View, California, Nuro is privately held and has operated real-world self-driving deployments.