Applied Research Scientist, Perception
仕事内容
Own perception-related ML tasks, delivering scalable methods and recipes to boost performance and throughput.
Analyze real-world ML systems to identify failures and root causes, and implement short- and long-term solutions.
Monitor production ML systems and develop AI-assisted analysis tools and automated regression detection.
Develop and maintain metrics for perception-relevant issues, including safety-critical and long-tail scenarios.
Collaborate with cross-functional teams to optimize models for onboard and offboard hardware deployments.
Work with large-scale driving data and share findings to advance perception technology and its practical impact.
Analyze real-world ML systems to identify failures and root causes, and implement short- and long-term solutions.
Monitor production ML systems and develop AI-assisted analysis tools and automated regression detection.
Develop and maintain metrics for perception-relevant issues, including safety-critical and long-tail scenarios.
Collaborate with cross-functional teams to optimize models for onboard and offboard hardware deployments.
Work with large-scale driving data and share findings to advance perception technology and its practical impact.
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