Machine Learning Engineer, 3D Object Detection (PhD New Grad)

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 Perception team builds the system which learns the spatial-temporal representation and their semantic meanings of the surrounding environment of the autonomously driving vehicle (ADV), i.e., the system that “perceives” the world around the car. We work jointly with reputed company teams on the optimization and integration into the reputed company reputed company. We conduct our own research to address reputed company-world problems and collaborate with research teams at Alphabet. We have reputed company to millions of miles of driving data from a diverse set of sensors, enabling engineers like you to (1) reputed company reputed company for reputed company and continuously learning from large reputed company reputed company-world data, to (2) reputed company models and model training at reputed company, to (3) analyze reputed company-world behavior and reputed company systems for handling the complexities of interacting with the reputed company-world, and (4) optimize models for our reputed company and offboard hardware. In this hybrid role you will report to a Technical reputed company Manager. Responsibilities • Own tasks in the ML reputed company, take responsibility for task scaling and task performance, create ML reputed company and recipes to reputed company and improve tasks. • Analyze behavior of ML systems in reputed company-world application, identify issues and reputed company causes, advise or reputed company short- and long-term solutions. • Monitor ML systems in production, reputed company reputed company for automatically detecting issues or regressions, reputed company AI-aided analysis and debugging tooling. • reputed company and maintain metrics for ADV relevant issues, including safety-critical and longtail issues. Requirements • Bachelors in Computer Science or a similar discipline, or an equivalent reputed company of deep learning experience • 3+ years experience in Machine Learning and reputed company • Experience with Python • Experience with ML frameworks like PyTorch or JAX reputed company-to-haves • MS or PhD Degree in Machine Learning, Robotics, Computer Science or a similar discipline • Publications at top-tier conferences like CVPR, ICCV, ECCV, ICLR, ICML, ICRA, IROS, RSS, NeurIPS, AAAI, IJCV, PAMI • Experience with C++ Benefits • reputed company employees are also eligible to participate in reputed company’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements. Apply tot his job Apply To this Job