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Research Scientist, 3D Generative AI

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Meta

18d ago

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

AI generated summary

  • You must have a PhD in computer vision, robotics, or ML; expertise in generative AI and 3D vision; strong software engineering skills; and a proven research track record.
  • You will research and develop computer vision models for 3D Generative AI, publish findings, collaborate on projects, and work with product teams 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 main focus of the Research Scientist role in 3D Generative AI at Meta Reality Labs?

The main focus of the role is to research and develop novel computer vision models in Generative AI, specifically targeting 3D objects, textures, and scene generation.

What qualifications are required for this position?

The required qualifications include a PhD in the field of computer vision, robotics, machine learning, or equivalent, along with a background in generative AI and 3D computer vision.

What are the responsibilities of the Research Scientist in this role?

Responsibilities include conducting research, developing computer vision models, publishing research results, collaborating with team members throughout projects, and working with product partners to deploy research into Meta's products.

Are there preferred qualifications for this job position?

Yes, preferred qualifications include a proven track record of significant results, demonstrated software engineering experience, and a strong mathematical background in areas such as numerical optimization and 3D geometry.

Will the candidate have opportunities for publications?

Yes, the candidate is expected to publish research results in top-tier journals and present findings at leading international conferences.

Is prior experience in cross-functional collaboration important for this role?

Yes, experience working in cross-functional collaboration is a required qualification for this position.

What kind of projects will the Research Scientist work on?

The Research Scientist will work on projects that involve developing state-of-the-art 3D Generative AI technologies, including generating objects, materials, animation, and worlds.

Are there opportunities for career growth within Meta?

Yes, Meta encourages career growth and provides opportunities for individuals to shape the future of digital connection and immersive experiences.

Is knowledge of numerical optimization important for this role?

Yes, a mathematical background including an understanding of numerical optimization is preferred for candidates applying for this role.

What benefits does Meta offer to employees?

Meta offers a range of benefits in addition to base compensation, which can include bonuses, equity, and sale incentives, along with various employee benefits.

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.