Meta AR/VR Job | Software Engineer Intern, 3D Computer Vision (PhD)
Job（岗位）: Software Engineer Intern, 3D Computer Vision (PhD)
Type（岗位类型）: Computer Vision
Citys（岗位城市）: Burlingame, CA
Date（发布日期）: 2024-2-26
Summary（岗位介绍）
Reality Labs (RL) teams are looking for exceptional interns to help us create next generation interaction technologies for virtual and augmented reality. We are looking for interns who are creative and are passionate about applying state-of-the-art 3D computer vision and machine learning technologies to real commercial products.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD degree in EE/CS, Applied Math or a related STEM field
Experience in Python or C++
Experience with ML frameworks such as PyTorch or Tensorflow
Experience in one or more of the following: 3D computer vision (e.g., Monocular/Stereo Depth Estimation, Multi-View stereo, SLAM) , computer graphics (e.g. appearance, geometry, physically-based modeling), or machine learning (e.g. efficient deep learning, domain adaptation, transfer learning)
Strong analytical and problem-solving skills with a passion for innovation and cutting-edge research.
Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
Description（岗位职责）
Develop and prototype advanced technologies in the domain of 3D computer vision and machine learning.
Experiment with cutting-edge machine learning models and frameworks to enhance model performance.
Analyze data characteristics, accuracy, efficiency, and generalizability of developed models.
Deliver results that have a direct impact on Meta and/or Reality Labs products.
Document and share findings and contribute to technical reports.
Additional Requirements（额外要求）
Demonstrated software engineering experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, or first-authored publications at leading journals or conferences such as CVPR, ECCV/ICCV, BMVC, NeurIPS, ICML, ICLR, CHI, SIGGRAPH/SIGGRAPH Asia, ICRA, IROS, RSS, TPAMI, IJCV, etc.
Contributions to open-source projects, publications, or relevant projects demonstrating expertise in synthetic image generation.
Experience with cloud computing platforms and distributed computing for large-scale experiments.
Experience working on high-volume image data processing.
Excellent written and verbal communication skills, with the ability to present complex ideas clearly and concisely.
