The aim of this role is to develop, advance and integrate ML and computer vision models and SW systems for advanced, full-stack, real-time, Machine Perception and AI prototypes for egocentric devices such as Meta's Project Aria; Including 3D environment and object reconstruction, semantic understanding as well as estimation and understanding of user motion, actions and activities.Research Engineer, ML, AI & Computer Vision Responsibilities
- Implement and prototype advanced research systems and technologies spanning device and cloud, in the domain of AI and machine perception
- Collaborate with team members throughout the lifetime of a project, from early research through technology and experience prototyping
- Play a critical role in the definition and execution of system research roadmaps in partnership and cross functional organizations in computer vision, machine learning, graphics, sensors, optics and silicon
- Collaborate with cross-functional engineering and research teams from Reality Labs and FAIR in computer vision, machine learning, and graphics
- Bachelor's degree in Computer Science, Computer Vision, Robotics or a related technical field
- Experience in one or more of the following areas: Deep Learning, Computer Vision, AR/VR, 3D Vision, Robotics, Machine Learning or artificial intelligence
- Experience developing computer vision algorithms or computer vision infrastructure in C/C++ or Python
- Experience with distributed systems or on-device algorithm development
- Industry experience working on projects such as: real-time Simultaneous Localization and Mapping and 3D reconstruction, sensor fusion and active depth sensing, object and body tracking and pose estimation, and/or image processing.
- Experience in deep learning and PyTorch
- MSc or PhD degree in Computer Science, Computer Vision, Machine Learning, Robotics or related technical field.
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