Meta Reality Labs Research (RL Research) is seeking to build machine perception technology allowing AI agents and systems to perceive and understand the 3D world around them for egocentric devices such as Meta's Project Aria.
Requirements
- Experienced in advanced computer vision and ML, thorough understanding of 3D geometry fundamentals as well as state of the art ML/AI models incorporate that Mathematical background and understanding of numerical optimization, linear algebra, probabilistic estimation and 3D geometry
- 3+ years C++/Python experience with a mastery of modern C++/Python features
- 3+ years experience with modern ML frameworks
- Broad understanding of the state of the art of ML and AI model architectures and training paradigms
- Experience working on real-time, high-performance systems in robotics, world model, AR/VR, or other areas
- Experience working in a Linux environment
Responsibilities
- Research, develop and prototype state of the art ML and software in the domains of World Model/VLA, Long-context & consistent 4D scene understanding, 3D environment and object reconstruction, estimation and understanding of user motion and more
- Build/integrate real-time prototypes for advanced, real-time 3D machine perception systems as part of a fast-moving research and research engineering team
- Deliver research results that have a direct impact on Meta and Meta's AI-enabled products
Other
- Collaborate with team members throughout the lifetime of a project, from prototyping to deployed products
- Interpersonal experience: cross-group and cross-functional collaboration
- Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment
- Track-record of state-of-the-art publications in the field and at top conferences in the field
- Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as CVPR/ICCV/ECCV, NeurIPS/ICLR, ICRA/RSS/CoRL/IROS, or SIGGRAPH
