Senior/Staff Engineer, Machine Learning - Online Mapping

Research, develop, and implement state-of-the-art online mapping models and algorithms.

Analyze and characterize the performance of the online mapping system, identifying opportunities for architecture, data or evaluation improvements in a E2E ML system.

Work cross functionally with other ML teams to integrate our models into centralized architectures.

Collaborate with stakeholders across autonomy, infrastructure, and systems teams on online mapping needs and requirements.

Proven record of solving in-production ML problems and making tradeoffs between data, model and evaluation.

Deep understanding of ML fundamentals with hands-on experience in training and evaluating modern ML models with applications in AV, robotics, mapping, computer vision, or related areas.

Prioritize impact and practicality, and make decisions to ensure on-time delivery of solutions.

Able to quickly iterate and experiment to cut through the noise and make well-informed, data-driven decisions.

Experience with robotics-related ML applications, 3D geometry.

Strong Python skills with experience in deep learning frameworks, e.g., PyTorch, TensorFlow, or Jax.

Proficiency in working with complex multi-component systems.

Experience in building ML pipelines and optimizing/productizing ML models.

Familiarity with modern ML tools and infrastructure such as distributed training and ML compilers.

Demonstrated research publications in top conferences (e.g. NeurIPS, ICLR, ICML, CVPR, RSS, CoRL, ICRA).

Deep understanding of 3D geometry and state estimation fundamentals.

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