Machine Learning Engineer (Depot Automation)

Join Waymo, a leader in autonomous vehicle technology, as a Machine Learning Engineer focused on depot automation. In this role, you will drive operational efficiency for Waymo's expanding autonomous fleet by generalizing complex depot operations using advanced robotics. You will leverage foundation models, reinforcement learning, and simulation, and integrate ML models in production at scale. This position offers a hybrid work schedule and a comprehensive benefits package.

• Conduire la prochaine génération d'efficacité opérationnelle pour la flotte autonome en utilisant des modèles de fond, l'apprentissage par renforcement et la simulation.
• Diriger les efforts pour généraliser les opérations complexes du dépôt, telles que le nettoyage extérieur, la calibration des capteurs et les vérifications de maintenance.
• Intégrer les modèles d'apprentissage automatique en production à grande échelle et collaborer avec les équipes opérationnelles pour traduire les besoins du monde réel en solutions robustes.
• 3+ years of experience with robotics, preferably industrial robotics
• Expertise in reinforcement learning and its applications to real-world problems
• 3+ years of experience in training and evaluating large machine learning models
• Background in collaborating with internal and external research partners on applying ML to large-scale industry scale problems
• Experience with applying machine learning techniques to large-scale industrial problems is a plus
• A PhD in Machine Learning, Robotics, or a related technical field or equivalent experience