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Senior Staff Machine Learning Engineer (Depot Automation)
Waymo · Mountain View, CA, United States
About The Role
Join Waymo, a leader in autonomous vehicle technology, as a Senior Staff Machine Learning Engineer. 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 expansion rapide de Waymo.
- Diriger les efforts pour généraliser les opérations complexes du dépôt, telles que le nettoyage extérieur, la calibration des capteurs et les vérifications de maintenance, en utilisant la robotique avancée.
- Intégrer les modèles d'apprentissage automatique en production à grande échelle et collaborer étroitement avec les équipes opérationnelles pour traduire les besoins du monde réel en solutions robustes.
- Expertise in reinforcement learning and its applications to real-world problems
- At least 10 years of experience applying machine learning techniques to large-scale industrial problems
- Proven experience in training and evaluating large machine learning models
- PhD in Machine Learning, Robotics, or a related technical field
- Experience in robotics or embodied AI is a plus
- Background in collaborating with internal and external research partners on applying ML to large-scale industry scale problems
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