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The Software Engineer, Deep Learning position at Pony.ai involves working with experts in autonomous mobility to design and develop software architecture and deep learning models for self-driving vehicles. The role focuses on creating large-scale foundation models, applying machine learning techniques to real-world problems, and optimizing models for real-time applications.