Senior Research Engineer - Autonomous Vehicles

Responsibilities

• Develop large-scale supervised learning and reinforcement learning training frameworks to support multi-modal foundation models for AVs capable of running on thousands of GPUs
• Implement scalable data loaders and preprocessors tailored for multimodal datasets, including videos, text, and sensor data
• Build and optimize simulation infrastructure (based on GPU-accelerated simulators) to support the training of driving policies for AVs at scale
• Collaborate with researchers to integrate cutting-edge model architectures into scalable training pipelines.
• Develop sim-to-real transfer pipelines and work closely with the AV product team to deploy to real-world cars
• Develop robust monitoring and debugging tools to ensure the reliability and performance of training workflows on large GPU clusters.

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