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Research Scientist, 3D Generative AI (PhD)

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Meta

9d ago

  • Job
    Full-time
    Entry, Junior, Mid & Senior Level
  • Data
    Research & Development
  • London

AI generated summary

  • You need a PhD in computer vision, robotics, or ML, experience in generative AI and 3D vision, strong ML algorithm design skills, collaboration, publication track record, and solid math knowledge.
  • You will research and develop 3D generative AI models, publish findings, collaborate with teammates, and work with product partners to integrate research into products.

Requirements

  • PhD in the field of computer vision, robotics, ML or equivalent
  • Background in generative-ai, 3D computer vision, video and image generation.
  • Experience designing machine learning algorithms, including experience creating software for data loading, training, and inference of novel ML architectures
  • Experience working in cross functional collaboration
  • 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
  • Demonstrated software engineer experience via an internship, work experience, 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

Responsibilities

  • Research and develop novel computer vision models in Generative AI, with a focus on 3D objects, textures and scene generation.
  • Publish research results in top-tier journals and at leading international conferences.
  • Collaborate with team members throughout the lifetime of a project, from early research through prototyping.
  • Working with product partners to deploy research into Meta's products.

FAQs

What is the primary focus of the Research Scientist, 3D Generative AI role?

The primary focus is to develop and advance state-of-the-art research in 3D Generative AI technologies, including generating objects, materials, animation, and worlds.

What are the minimum qualifications required for this position?

The minimum qualifications include a PhD in computer vision, robotics, ML, or a related field, background in generative AI, 3D computer vision, video and image generation, experience designing machine learning algorithms, and experience working in cross-functional collaboration.

What types of publications are expected from the Research Scientist?

The Research Scientist is expected to publish research results in top-tier journals and present at leading international conferences.

What is the role of collaboration in this position?

Collaboration is essential, as the Research Scientist will work with team members throughout the lifetime of a project, from early research through prototyping, as well as with product partners to deploy research into Meta's products.

Are there preferred qualifications for this role?

Yes, preferred qualifications include a proven track record of significant results such as grants, fellowships, patents, first-authored publications at prominent conferences, demonstrated software engineering experience, and a solid mathematical background.

Is experience in software engineering required for this position?

Yes, demonstrated software engineering experience is preferred, which can be through internships, work experience, coding competitions, or contributions to open source repositories.

Who is the employer for this job position?

The employer for this position is Meta, a company that specializes in building technologies that facilitate connections, communities, and business growth.

What kind of benefits does Meta offer?

In addition to base compensation, Meta offers a variety of benefits, which can be explored further on their benefits page.

Where is this position located?

The location details are not specified in the job posting, but individual compensation is influenced by skills, qualifications, experience, and location.

What kind of research challenges will this role tackle?

This role will address research challenges related to the development of the next generation of 3D Generative AI technologies for building the 3D Metaverse.

Technology
Industry
10,001+
Employees
2004
Founded Year

Mission & Purpose

Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology.