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Research Scientist Intern, 3D Computer Vision…
- Meta (Burlingame, CA)
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Summary:
Reality Labs (RL) teams are looking for exceptional interns to help us create next generation interaction technologies for virtual and augmented reality. Join a full-stack team working on computer vision, machine learning, and on-device deployment. We are looking for applications interested in (but not limited to) the following areas:-Geometry-aware vision models -Domain generalization -Domain adaptation -On-device model optimization -Vision foundation modelsOur internships are twelve (12) to twenty-four (24) weeks long and we have various start dates throughout the year.
Required Skills:
Research Scientist Intern, 3D Computer Vision (PhD) Responsibilities:
1. Develop and prototype advanced technologies in the domain of 3D computer vision and machine learning for AR/VR/MR related applications
2. Conduct in-depth literature reviews, build knowledge of the latest advancements in the target areas
3. Analyze the data characteristics, accuracy, efficiency, and generalizability of models to enhance model performance
4. Document and share research findings, contribute to technical reports, and potentially publish in academic or industry conferences/journals.
Minimum Qualifications:
Minimum Qualifications:
5. Currently has, or is in the process of obtaining, a PhD degree in EE/CS, Applied Math or a related STEM field
6. Experience in Python and common ML frameworks (e.g., PyTorch)
7. Experience in one or more of the following: computer vision, machine learning (e.g. domain generalization, domain adaptation, efficient deep learning), or computer graphics (e.g. appearance, geometry, physically-based modeling)
8. Strong analytical and problem-solving skills with a passion for innovation and cutting-edge research
9. Excellent written and verbal communication skills, with the ability to present complex ideas clearly and concisely
10. Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
Preferred Qualifications:
Preferred Qualifications:
11. 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, NeurIPS, ICML, ICLR, SIGGRAPH/SIGGRAPH Asia, ICRA, IROS, RSS, TPAMI, IJCV, etc
12. Contributions to open-source projects, publications, or relevant projects demonstrating expertise in synthetic image generation
13. Experience with cloud computing platforms and distributed computing for large-scale experiments
14. Demonstrated software engineering experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)
15. Experiences working on high volume data with noisy labels
Public Compensation:
$7,650/month to $12,134/month + benefits
**Industry:** Internet
Equal Opportunity:
Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Meta participates in the E-Verify program in certain locations, as required by law. Please note that Meta may leverage artificial intelligence and machine learning technologies in connection with applications for employment.
Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at [email protected].
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Research Scientist Intern, 3D Computer Vision (PhD)
- Meta (Burlingame, CA)