Meta AR/VR Job | Research Scientist Intern - Interaction Tracking (PhD)
Job（岗位）: Research Scientist Intern - Interaction Tracking (PhD)
Type（岗位类型）: 3D Product Design | 3D Software Engineering, Artificial Intelligence, Computer Vision, Machine Learning, Research
Citys（岗位城市）: Sausalito, CA | Redmond, WA | Seattle, WA | Burlingame, CA
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
Facebook Reality Labs (FRL) teams are looking for exceptional interns to help us create next generation virtual and augmented reality input technologies. Join a full-stack team working on computer vision, machine learning, real-time state estimation, geometric and appearance modeling, physically-based modeling, sensor design and fusion, and human computer interaction. We are accepting applications from students interested in (but not limited to) the following areas:
- Optical tracking of hands, bodies and objects and their interactions through state estimation and machine learning
- Representation modeling (e.g. appearance, geometry) of hands, bodies and objects for fast simulation and tracking
- Physical simulation of soft contact, deformation models for grasp
- Sensor fusion (e.g. of pressure, RF, EXG, IMU) with optical tracking
- Design and fast evaluation of deep neural networks
- Interaction design for hands and bodies in virtual reality and augmented reality
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Robotics, Applied Math or a related STEM field
Excellent interpersonal skills, cross-group and cross-culture collaboration
High levels of creativity and quick problem solving capabilities
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
Experience with C++ or Python
Experience with ML frameworks such as PyTorch, Tensorflow, etc.
Description（岗位职责）
Design and execution of algorithms in the domain of computer vision, real-time state estimation, machine learning, geometric or appearance modeling (computer graphics), sensor fusion, or HCI Software and hardware prototyping, system-building
Design user studies and experiments
Collaboration with and support of other researchers across various disciplines
Communication of research agenda, progress, and results
Additional Requirements（额外要求）
Proven track record of achieving significant results as demonstrated by first-authored publications or implementation of substantial software systems
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, ECCV/ICCV, BMVC, NeurIPS, ICML, ICLR, ICRA, IROS, RSS or SIGGRAPH/SIGGRAPH Asia
Experience in one or more of the following: Computer vision (e.g. e.g. tracking, pose estimation, action recognition), computer graphics (e.g. appearance, geometry, physically-based modeling), robotics (state estimation, optimal control) and machine learning (e.g. neural architecture search, domain adaptation, transfer learning)
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)
Intent to return to degree-program after the completion of the internship
