- Collaborate with researchers and engineers on design, development, and optimization of cutting-edge technology related to avatars, 3D audio, and 3D environments
- Work with the team to help design, setup, and run practical experiments and prototype systems related to large-scale long-duration sensing and machine reasoning.
- Build and operate complex data pipelines at scale such that data can be processed in an efficient and timely manner.
- Write tools and libraries to support and speed up our research such that technology can be developed and matured faster.
- Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
- Education or 1+ years experience in one or more of the following fields: Computer Vision, Robotics, Machine Learning, Audio Processing, or Computer Graphics
- Understanding of computer science fundamentals: algorithms, computer architecture, operating systems, computer networks, and databases
- 1+ year experience with C++, Python, or other scripting languages
- Interpersonal experience: cross-group and cross-culture collaboration
- 3+ years experience with C++, Python, or other scripting languages
- 3+ years software development experience in one or more of the following fields: Computer Vision, Robotics, Machine Learning, Audio Processing, or Computer Graphics
- Experience with designing (products or open-source) software for inertial/optical/acoustic sensing devices
- Experience in vision-based tracking algorithms and complex multimodal sensor synchronization and geometric calibration
- Experience in developing an end-to-end ML pipeline that includes data preprocessing, model development, deployment, and optimization, as well as experience integration
- Experience with deep learning frameworks such as PyTorch
- Experience in real-time computer graphics and modern GPU programming (OpenGL, Vulkan, CUDA, OpenCL)
- Experience with code (CPU/GPU) profiling and runtime optimization
- Publication in leading workshops or conferences such as CVPR, ECCV, ICCV, SIGGRAPH, ICCP, RSS, ICRA, etc
- Experience with real world data intensive system building and data collection, including design, coding (C++/Python) and evaluation (C++/Python)
- Experience in database and data management systems at scale
- Experience in managing and operating computers in Linux environments
- Experience working independently, handling concurrent projects where timelines may be ambiguous or changing, and prioritizing team roadmap and deliverables by balancing required effort with resulting impact
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