AI Research Scientist, 3D/4D Generative AI

Meta • United States, United States • 3w ago

Summary:

Meta Reality Labs brings together an R&D team of researchers, developers, and engineers with the shared goal of developing the next generation of XR experiences across the spectrum. Our World AI Research team explores, develops, publishes, and delivers novel and cutting-edge technologies for creating photorealistic 3D and 4D worlds from large-scale and heterogeneous data sources. Our team is addressing a variety of technical challenges including generative world foundation model development, static and dynamic reconstruction using radiance fields, semantic scene understanding, and related domains. We're looking for candidates who share a passion for exploring and solving complex, challenging problems at the intersection of generative modeling and photorealistic 3D/4D reconstruction. The ideal candidate has an exceptional, proven track record in 3D generative model development and is an outstanding software engineer who can proto@type and verify novel algorithms. The aim of this role is to develop and advance state of the art research in 3D/4D Generative AI technologies.

Required Skills:

AI Research Scientist, 3D/4D Generative AI Responsibilities:

Research and develop novel computer vision models in Generative AI, with a focus on photorealistic 3D/4D scene generation

Publish research results at top-tier international conferences

Collaborate with team members throughout the lifetime of a project, from early research through prototyping

Develop research that can be applied to Meta's VR/AR product development

Minimum Qualifications:

PhD in the field of computer vision, machine learning, robotics, or equivalent

2+ years of work experience in a faculty, industry, or government research position with primary emphasis on AI research

Background in generative AI, 3D computer vision, video, and image generation

Experience designing generative machine learning algorithms, including data curation, large-scale training, and inference of novel ML architectures

Experience working in cross functional collaborations

Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment

Preferred Qualifications:

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 CVPR, ECCV/ICCV, NeurIPS, ICLR, SIGGRAPH

Experience in AI research beyond completing a PhD

Demonstrated software engineering experience via internships, work experiences, coding competitions, or widely used contributions in open source repositories (e.g. GitHub.)

Mathematical background and understanding of numerical optimization, linear algebra, probabilistic estimation, and 3D geometry

Experience with prototyping algorithms in Pytorch

Industry: Internet

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