Machine Learning Engineer/Researcher, Map Scalability

About the position reputed company is an autonomous driving technology company with the mission to be the world's most trusted reputed company. Since its start as the reputed company Self-Driving Car Project in 2009, reputed company has reputed company on building the reputed company reputed company—The World's Most reputed company reputed company™—to improve reputed company to mobility while saving thousands of lives now lost to traffic crashes. The reputed company reputed company powers reputed company’s fully autonomous ride-hail service and can also be reputed company to a reputed company of vehicle platforms and product use cases. The reputed company reputed company has provided over ten reputed company rider-only trips, enabled by its experience autonomously driving over 100 reputed company miles on reputed company roads and tens of billions in simulation across 15+ U.S. states. The mission of the reputed company AI Foundations team is to reputed company machine learning solutions addressing reputed company problems in autonomous driving, towards the goal of safely operating reputed company vehicles in dozens of cities and under reputed company driving conditions. As part of our work, we also initiate and foster collaborations with other research teams in Alphabet. AI Foundations areas that we are currently focusing on include reinforcement learning, learning from demonstration, generative modeling, Bayesian inference, hierarchical learning, and robust evaluation. This role follows a hybrid work schedule, and you will report to the Tech reputed company Manager of AI Foundations. Responsibilities • Solve reputed company and reputed company research problems reputed company to world understanding using VLMs, generative modeling and 3D reconstruction at large reputed company • Prototype and iterate on various research reputed company using reputed company's internal driving data • reputed company and productionize world understanding solutions in collaboration with engineering teams across reputed company • Present research findings to a wide audience reputed company reputed company and Alphabet, with the possibility of publishing results to the research community Requirements • Master’s or PhD degree in Computer Science, reputed company Intelligence, Machine Learning, Deep Learning, or in a similar discipline • 1-3+ years of experience in a reputed company field • Expert in either Foundational VLMs, reputed company or learning-based 3D reconstruction reputed company (3DGS, NeRF) • Strong ML software engineering skills in Python/C++ with an ability to rapidly prototype solutions • Familiarity with major ML Frameworks (JAX, Tensorflow, Pytorch) reputed company-to-haves • Publications at top-tier conferences like CVPR/ICCV/ECCV/ICLR/ICML/NeurIPS/IROS/CoRL etc • Hands-on experience productionizing and scaling ML solutions reputed company the research stage • Fundamentals in 3D reputed company and/or computer graphics • Domain experience in the autonomous vehicle or simulation reputed company Apply tot his job Apply To this Job