Senior Machine Learning Engineer (Predictive Planner, Systems Architect)

Waymo, the leading autonomous driving technology company. As a Senior Machine Learning Engineer, you will work on state-of-the-art machine learning solutions that predict the future state of the world and plan the Waymo Driver's behavior. You will tackle real-world problems with ML and engineering solutions, design and build necessary architectures, algorithms, pipelines, and evaluation systems, and collaborate with researchers, product area owners, and engineers.

Responsibilities

• Concevoir et construire des modèles d'apprentissage automatique, les déployer dans le monde réel sur des véhicules de production.
• Collaborer avec des chercheurs, des propriétaires de produits et des ingénieurs pour développer un comportement de planification sûr et fluide pour tous les usagers de la route.
• Travailler à travers la pile technologique, en construisant la meilleure configuration pour le modèle de conduite.

Requirements

• 4+ years of experience in Machine Learning modeling and/or Autonomous Vehicles systems
• Hands-on experience with modern deep learning libraries (eg: TensorFlow, JAX, Pytorch)
• Strong analytical and problem solving skills
• Bachelors in Computer Science, ML, Robotics, similar technical field of study, or equivalent practical experience

Proficient programming skills (eg: Python, C/C++)

• Experience with performance optimization of deep models, including with respect to specific hardware architectures
• Experience applying or evaluating ML-based systems in production environments

Preferred

• General software engineering experience solving motion planning or related robotics problems
• Prior software development or ML research industry experience (including internships)
• Publications in top-tier conferences such as ICML, NeurIPS, CVPR, ICCV, ECCV, ICLR, IROS, CoRL, ACL, or EMNLP
• MS or PhD in Computer Science, Machine Learning, Robotics, or a related field

Pay

USD 213,000 - 263,000

Benefits

• Enjoy a comprehensive benefits package, including medical, dental, and vision insurance, competitive compensation, and a hybrid work model.