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About the role
Research Scientist Intern, Rendering and Reconstruction (PhD) at Meta
Required Skills
computer visioncomputer graphicsneural renderingdeep learning3d reconstructionimplicit representationsshading modelsmachine learning
About the Role
This is a PhD internship position at Meta's Reality Labs Research Team focusing on rendering and reconstruction technologies for AR/VR. The intern will work on 3D human digitization, neural rendering, and virtual telepresence research. Responsibilities include algorithm design, prototyping experimental systems, and collaborating with researchers across disciplines.Key Responsibilities
- Design and execution of algorithms
- Prototyping, building and analysis of experimental systems
- Collaboration with and support of other researchers across various disciplines
- Communication of research agenda, progress and results
Required Skills & Qualifications
Must Have:
- Currently has, or is in the process of obtaining, a PhD in Computer Vision, Computer Graphics, Machine Learning or related fields
- Experience with neural rendering, implicit representations, deformation models, lightstage geometry reconstruction, or forward and inverse rendering of physically based shading models
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
Nice to Have:
- Intent to return to degree-program after the completion of the internship
- 2+ years of experience with 3D geometry reconstruction and representation, BRDF and light transport algorithms, or machine learning
- Experience with Deep Learning
- Proven track record of achieving results as demonstrated in accepted papers at top computer vision, computer graphics or machine learning related conferences
- Interpersonal skills: cross-group and cross-culture collaboration