Staff ML Engineer, Perception, Computer Vision
仕事内容
Drive the research, design, and implementation of state-of-the-art computer vision and deep learning models for autonomous driving, focusing on semantic understanding.
Lead the development of novel computer vision algorithms to solve real-world perception problems in a safety-critical production environment.
Improve model performance, efficiency, and robustness across diverse operating conditions, including real-time, on-vehicle constraints.
Collaborate with ML infrastructure and onboard teams to deploy and optimize models on vehicle hardware with strict latency requirements.
Mentor junior engineers and contribute to the technical vision and roadmap for the perception CV stack.
Stay current with academic and industry research and translate findings into impactful production solutions.
Lead the development of novel computer vision algorithms to solve real-world perception problems in a safety-critical production environment.
Improve model performance, efficiency, and robustness across diverse operating conditions, including real-time, on-vehicle constraints.
Collaborate with ML infrastructure and onboard teams to deploy and optimize models on vehicle hardware with strict latency requirements.
Mentor junior engineers and contribute to the technical vision and roadmap for the perception CV stack.
Stay current with academic and industry research and translate findings into impactful production solutions.
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