Meta AR/VR Job | Research Scientist Intern, Mobile Vision (PhD)
Job（岗位）: Research Scientist Intern, Mobile Vision (PhD)
Type（岗位类型）: Artificial Intelligence | Computer Vision, Engineering
Citys（岗位城市）: Burlingame, CA
Date（发布日期）: 2022-12-5
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. The Mobile Vision team is seeking Research Intern to join various teams in advancing the field of artificial intelligence and machine learning by making fundamental advances in technologies to help interact with and understand our world. We are seeking individuals passionate in areas such as deep learning, computer vision, generative AI, and machine learning. Our interns have an opportunity to make core algorithmic advances and apply their ideas at an unprecedented scale. Many of our interns publish at top tier conferences such as NeurIPS, ICML, ICLR, CVPR, ICCV, and ECCV. The duration of this internship is typically between 12 to 16 weeks.
The internship research may include, but not limited to the following topics:
- Data-efficient learning: semi-supervised learning, self-training, self-supervised learning, federated learning, open-vocabulary classification, detection, segmentation.
- Efficient computer vision: Building state-of-the-art efficient computer vision models for classification, object detection, semantic segmentation, depth estimation, etc., through techniques such as novel architecture design, advanced training recipe, neural architecture search, language-supervised learning, transfer learning, etc.
- 3D computer vision: Scene and object understanding, Depth estimation, 3D reconstruction, Efficient rendering and reconstruction with NeRF
- Generative AI: Diffusion and GAN based image, video and 3D generation
- Multi-task learning
- Other emerging research areas
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Electrical Engineering, or Electrical and Computer Engineering in the field of computer vision, machine learning, computer graphics
2 years of extensive experience solving analytical problems using quantitative approaches
Comfort manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources
2 years of experience in machine learning and optimization
2 years of experience in Python or other related language
Familiarity with deep learning libraries, like PyTorch
Experience building systems based on machine learning and/or deep learning methods
Interpersonal experience: cross-group and cross-culture collaboration
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
Description（岗位职责）
Perform research to advance the science and technology of intelligent machines
Perform research that enables learning the semantics of data (images, video, text, and other modalities)
Additional Requirements（额外要求）
B.Sc. or M.Sc. degree in the field of Computer Vision, Machine Learning, Computer Graphics, Robotics or similar
Ability to communicate complex research in a clear, precise, and actionable manner
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, NeurIPS, ICLR, CVPR, ICCV, ECCV, ICML, or similar
Demonstrated software engineering 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/co-op
