Plan and build classification models and supporting architectures for object identification, segmentation, and grasping; Streamline and optimize models onto limited resource platforms with strong performance obligations; Coordinate development and research aims with internal and external partners to fully leverage available expertise; Evaluate and assist potential partners in the implementation of external tools and technologies; Provide input to scope requirements and feasibility for future robotic applications; Build and iterate prototype designs to incrementally improve performance
Requirements:
Master’s or PhD level degree in a machine vision, computer science, data science, or related discipline; 7+ years' experience utilizing image-centric deep learning to solve robotics problems; Subject matter expert in the fields of Machine Vision, Sensing, Point Cloud analysis and how these apply to robotics control; Demonstrable experience with techniques involving Object Detection, Image Classification, Convolutional/Recurrent Neural Networks, and Hyperparameter Tuning; Advanced proficiency in Python and C++ programming, including (Pandas, Numpy, SKLearn and PyTorch or Tensorflow)
Text:
Director, Machine Vision & Robotics Plan and build classification models and supporting architectures for object identification, segmentation, and grasping; Streamline and optimize models onto limited resource platforms with strong performance obligations; Coordinate development and research aims with internal and external partners to fully leverage available expertise; Evaluate and assist potential partners in the implementation of external tools and technologies; Provide input to scope requirements and feasibility for future robotic applications; Build and iterate prototype designs to incrementally improve performance Master’s or PhD level degree in a machine vision, computer science, data science, or related discipline; 7+ years' experience utilizing image-centric deep learning to solve robotics problems; Subject matter expert in the fields of Machine Vision, Sensing, Point Cloud analysis and how these apply to robotics control; Demonstrable experience with techniques involving Object Detection, Image Classification, Convolutional/Recurrent Neural Networks, and Hyperparameter Tuning; Advanced proficiency in Python and C++ programming, including (Pandas, Numpy, SKLearn and PyTorch or Tensorflow)
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