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🚀 Internship

Software Engineer Intern, 3D Computer Vision (PhD)

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Meta

15d ago

🚀 Off-cycle Internship

San Francisco

AI generated summary

  • The ideal candidate for the Software Engineer Intern position at Meta should have a PhD in a related STEM field, experience in Python or C++, proficiency in ML frameworks like PyTorch or Tensorflow, and expertise in 3D computer vision, computer graphics, or machine learning. They should also possess strong analytical and problem-solving skills, a passion for innovation, and the ability to maintain work authorization. Additional preferred qualifications include software engineering experience, a proven track record in research and publications, expertise in synthetic image generation, experience with cloud computing platforms and large-scale data processing, and excellent communication skills.
  • The candidate will develop and prototype advanced 3D computer vision technologies, experiment with machine learning models, analyze data, deliver impactful results, and contribute to technical reports at Meta.

Off-cycle Internship

Software EngineeringSan Francisco

Description

  • 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.

Requirements

  • 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
  • Preferred Qualifications:
  • 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.

Education requirements

Currently Studying
PhD

Area of Responsibilities

Software Engineering

Responsibilities

  • 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.

Details

Work type

Full time

Work mode

office

Location

San Francisco