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💼 Job

Postdoctoral Research Scientist

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Meta

19d ago

💼 Graduate Job

Pittsburgh

AI generated summary

  • The ideal candidate for the postdoctoral research scientist position at Meta should have a completed PhD in computer vision or related field, a proven track record in machine learning or computer graphics, experience with differentiable rendering and 3D reconstruction, and strong interpersonal skills for cross-group collaboration. Additionally, they should have a demonstrated history of significant results, experience in designing and developing algorithms using popular frameworks, and knowledge of deep learning models and graphics APIs.
  • The Postdoctoral Research Scientist at Meta will be responsible for developing advanced algorithms and techniques for computer vision, graphics, neural rendering, and view synthesis. They will also design novel representations for rendering codec avatars on mobile VR headsets, publish research findings, and contribute to Meta's VR/AR product development.

Graduate Job

Software EngineeringPittsburgh

Description

  • Reality Labs (RL) Research is committed to advancing the research and development necessary to bring groundbreaking virtual and augmented reality experience to people globally. In lab, we envision a future where social VR and AR enable individuals to connect across distances in a manner akin to face-to-face interactions. We are looking for an exceptional researcher with a proven track record in employing machine learning for solving intricate problems in computer vision and graphics that involve neural rendering, novel view synthesis, dynamic scenes, generative models. Additionally, we value outstanding software engineering skills for prototyping developed algorithms. As a Postdoctoral Research Scientist at RL Research, you will conduct research and collaborate with other Computer Vision and Machine Learning Researchers and Engineers to overcome challenges at the cutting edge intersection of computer vision and graphics, transforming virtual reality from dream to reality. We are in search of an innovative researcher to pioneer the development of efficient, high-quality rendering techniques optimized for mobile VR headsets.

Requirements

  • Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
  • Currently has, or is in the process of obtaining, a PhD in the field of computer vision, computer graphics, machine learning or a related field. Degree must be completed prior to joining Meta.
  • Proven track record in using machine learning, computer graphics or computer vision.
  • Experience with differentiable rendering, neural rendering, generative models, view synthesis, or 3D reconstruction.
  • Interpersonal experience: cross-group and cross-culture collaboration.
  • 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 conferences (e.g., SIGGRAPH, CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML) or journals (e.g., PAMI, IJCV, JMLR, ToG).
  • Extensive experience in designing and developing computer vision or machine learning algorithms using popular machine learning frameworks (e.g PyTorch) in Python
  • Experience in designing and developing computer graphics algorithms using OpenGL/Vulkan or other graphics API in C++ and shading languages.
  • Experience is developing high performance extensions for machine learning frameworks (e.g PyTorch) in CUDA or other GPGPU API.
  • Experience with neural rendering approaches, e.g. NeRF or volumetric rendering.
  • Experience in 3D computer vision, graphics, and deep learning models for this domain.
  • Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)

Education requirements

Currently Studying
PhD

Area of Responsibilities

Software Engineering

Responsibilities

  • Develop state-of-the-art algorithms to address challenges related to computer vision, graphics, neural rendering, and view synthesis.
  • Design novel representations and techniques for efficient and high-quality rendering of codec avatars for mobile VR headsets.
  • Publish research results in top-tier journals and at leading international conferences
  • Contributing research that can be applied to Meta VR/AR product development.

Details

Work type

Full time

Work mode

office

Location

Pittsburgh