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Research Scientist Jobs

Company

Spree3D

Address Los Angeles, CA, United States
Employment type FULL_TIME
Salary
Category Technology, Information and Internet
Expires 2023-06-10
Posted at 1 year ago
Job Description
We are seeking a talented Image and Video Synthesis AI Research Scientist to join our team and help us develop advanced AI technologies for image and video synthesis and manipulation. As an Image and Video Synthesis AI Research Scientist, you will be responsible for designing and implementing state-of-the-art algorithms for high quality image and video synthesis, style transfer, and editing.
Key Responsibilities:
  • Work with large datasets to train and optimize image synthesis models to generate high-quality, realistic images.
  • Stay up-to-date with the latest research in image and video synthesis and machine learning and apply it to practical problems.
  • Collaborate with other research scientists, research engineers, and data scientists to integrate image and video synthesis models into larger systems and applications.
  • Develop tools and frameworks to streamline the development and deployment of image synthesis models.
  • Develop and implement advanced image and video synthesis algorithms using deep learning techniques, including generative adversarial networks (GANs), diffusion model, neural style transfer, and monocular depth estimation.
  • Troubleshoot and debug issues with photo synthesis models and systems as needed.
Requirements
  • Publications in top-tier journals and conferences such as CVPR, ICCV, ECCV, ICRL, Neurips, IJCV, TPAMI.
  • Experience in developing and implementing generative AI algorithms, such as GANs, diffusions, view synthesis, depth estimation, or style transfer.
  • PhD degree in Computer Science, Electrical Engineering, or a related field or 8+ years of equivalent experience.
  • Excellent problem-solving and analytical skills.
  • Understand, communicate, and collaborate effectively in an English speaking environment.
  • Strong programming skills in Python and experience with PyTorch.
  • Strong understanding of machine learning and deep learning concepts.
Preferred Qualifications:
  • Experience with video synthesis and manipulation.
  • First author publications in top-tier journals and conferences such as CVPR, ICCV, ECCV, ICRL, Neurips, IJCV, TPAMI.
  • Experience with 3D rendering and image-based rendering.
  • Experience with software engineering best practices, including version control and testing.
Benefits
  • 401K Program
  • Paid Time Off (Vacation, Sick & Public Holidays)
  • Health Care Plan (Medical, Dental & Vision)