Staff ML Engineer, Perception, Computer Vision
仕事内容
Lead the research, design, and implementation of state-of-the-art computer vision and deep learning models for autonomous driving, with a focus on semantic understanding.
Develop and deploy novel perception algorithms to solve real-world, safety-critical problems in production.
Improve model performance, efficiency, and robustness across diverse operating conditions.
Collaborate with ML infrastructure and Onboard teams to deploy and optimize models on in-vehicle hardware under real-time constraints.
Mentor junior engineers and help shape the technical vision and roadmap for the perception CV stack.
Stay current with the latest CV/ML research and translate findings into practical production improvements.
Develop and deploy novel perception algorithms to solve real-world, safety-critical problems in production.
Improve model performance, efficiency, and robustness across diverse operating conditions.
Collaborate with ML infrastructure and Onboard teams to deploy and optimize models on in-vehicle hardware under real-time constraints.
Mentor junior engineers and help shape the technical vision and roadmap for the perception CV stack.
Stay current with the latest CV/ML research and translate findings into practical production improvements.
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