Roboticist - Machine Learning Engineer (Robotics and AI Institute LLC)
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仕事内容
Develop and implement advanced ML-enabled robotic systems to extend cognitive AI, athletic AI, and hardware design capabilities.
Build, maintain, and optimize data, model, and experimentation pipelines; perform model tuning and hyperparameter search.
Train, deploy, and monitor algorithms across cloud and on-prem environments, applying robust MLops practices.
Create scalable processes and tools for end-to-end ML lifecycle: training, evaluation, deployment, and monitoring.
Work with robotics simulators (Gazebo, MuJoCo, Isaac Sim, Drake) and integrate with real robotic hardware.
Collaborate with research and applied science teams to productionize models while upholding code quality through reviews.
Build, maintain, and optimize data, model, and experimentation pipelines; perform model tuning and hyperparameter search.
Train, deploy, and monitor algorithms across cloud and on-prem environments, applying robust MLops practices.
Create scalable processes and tools for end-to-end ML lifecycle: training, evaluation, deployment, and monitoring.
Work with robotics simulators (Gazebo, MuJoCo, Isaac Sim, Drake) and integrate with real robotic hardware.
Collaborate with research and applied science teams to productionize models while upholding code quality through reviews.
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