Senior Software Engineer (Perception, Machine Learning/Computer Vision)

Join Nuro, a leading autonomous delivery company, as a Senior Software Engineer specializing in Perception and Machine Learning/Computer Vision. In this role, you will tackle various challenges in Nuro's autonomy stack, from detection and tracking to human intent understanding. You will be involved in all stages of problem-solving, from initial proof of concept to on-road performance monitoring. This position offers the opportunity to take ownership of a novel problem and dive deep into it. Benefits include a free Caltrain pass, company stock options, work-from-home opportunities, and health insurance.

• Participer à toutes les étapes de la résolution de problèmes, y compris la preuve de concept initiale, l'itération du modèle, le déploiement à bord et la surveillance des performances sur route.
• Développer des techniques et/ou des processus permettant de former des modèles capables d'utiliser une masse de données massive tout en maintenant la latence du modèle à bord sous contrôle.
• Assumer la responsabilité d'un problème novateur, en approfondissant vos connaissances et en travaillant de manière autonome pour trouver des solutions.
• Recent experience in applying state-of-the-art deep learning techniques to solving autonomous driving problems, such as modern object detection models, sensor fusion, and multiple task learning
• Bonus: Experience working with productizing ML models and the infrastructure supporting model development (data, large scale training, eval, etc)
• Strong ML fundamentals and has demonstrated experience building and expanding model architectures
• Strong SWE fundamentals and has demonstrated SWE experience in both high and low-level languages (Python and C++)
• Bonus: Experience in deploying models in real time environments. Optimizing architectures to explore the accuracy vs. compute tradeoff