Software Engineer Intern, 3D Computer Vision (PhD)
- 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.
Minimum Qualifications
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- 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.
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