Research Scientist, 3D Generative AI

Descrizione del lavoro:

About the jobMeta Reality Labs brings together R&D team of researchers, developers, and engineers with the shared goal of developing AR and VR across the spectrum. The Core-AI group in Reality Labs is seeking research scientists to solve the next generation of research challenges on the path to building the 3D Metaverse. The aim of this role is to develop and advance state of the art research in 3D Generative AI technologies such as generating objects, materials, animation and worlds.

Research Scientist, 3D Generative AI Responsibilities

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Research and develop novel computer vision models in Generative AI, with a focus on 3D objects, textures and scene generation.

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Publish research results in top-tier journals and at leading international conferences.

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

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Working with product partners to deploy research into Meta's products.

Minimum Qualifications

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Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.

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PhD in the field of computer vision, robotics, ML or equivalent

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

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Experience designing machine learning algorithms, including experience creating software for data loading, training, and inference of novel ML architectures

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Experience working in cross-functional collaboration

Preferred Qualifications

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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

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Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub.)

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

For those who live in or expect to work from California if hired for this position, please click here for additional information