Meta AR/VR Job | Research Scientist, Outside-In Tracking (PhD)
Job（岗位）: Research Scientist, Outside-In Tracking (PhD)
Type（岗位类型）: Computer Vision | Research
Citys（岗位城市）: Pittsburgh, PA
Reality Labs is dedicated to the research and development required to bring virtual and augmented reality to billions of people around the world. We aspire to a vision of social VR and AR, where people are able to interact with each other across distances in a way that is indistinguishable from in-person interactions. We are looking for an exceptional researcher with a proven track record in using machine learning for solving computer vision problems (e.g., architecture search or model compression for neural networks of image/video generation or classification, generative models for image and videos) as well as an outstanding software engineer who can prototype invented algorithms. As a Research Scientist, you will pursue research, and work with other Computer Vision and Machine Learning Researchers and Engineers to solve challenges at the forefront of computer vision that transform virtual reality from dream to reality. We’re looking for a creative researcher to usher in the next era of human-computer interaction by solving open and exciting computer vision problems.
Currently has, or is in the process of obtaining, a PhD degree in Computer Vision, Computer Graphics, Machine Learning, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Experience in using machine learning for solving computer vision problems.
Experience with relighting, view synthesis, illumination modeling, 3D reconstruction or appearance acquisition.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Participate in cutting edge research in computer vision
Develop efficient deep neural network models for 3D content generation and tracking
Contribute research that can be applied to Oculus product development
Publish research results in top-tier journals and at leading international conferences
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading conferences (e.g., NIPS, ICLR, ICML, SIGGRAPH, CVPR, ECCV and ICCV) or journals (e.g., PAMI, IJCV, JMLR, ToG).
3+ years experience designing and developing computer vision or machine learning algorithms in C++.
3+ years of experience with prototyping algorithms in Python or MATLAB.
Experience with generative models such as GANs or VAEs for image and video generation.
Experience in 3D computer vision and deep learning models for this domain.
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
Experience working and communicating cross-functionally in a team environment.