Sr. Research Engineer - AI/ML for Computer Graphics & Robotics
Sony UK Technology Centre
San Jose
hace 2 días

Responsibilities :

  • Research, develop and evaluate state-of-the-art machine learning algorithms for use in the next generation of computer graphics and animation systems.
  • Apply software engineering skills to identify challenges and future directions for our research.
  • Learn, collaborate and network alongside world-class researchers and creators; present your findings and contribute to the industry-leading entertainment technology community.
  • Author papers and write invention disclosures for developed algorithms and systems.
  • Establish and participate in academic collaborations.
  • Required Qualifications :

  • Ph.D. in Computer Science, Electrical Engineering, or a related field, or M.S. with research experience equivalent toPh.D.
  • Strong research background and demonstrated record of innovation in the area of AI / Machine Learning, Computer Graphics, Computer Vision, or related areas.
  • Excellent analytical and mathematical skills
  • Strong Deep Learning fundamentals
  • Strong professional software development experience
  • Good familiarity with modern C++, Python
  • Good familiarity with neural network training workflow using PyTorch pr TensorFlow.
  • Strong communication, interpersonal, and presentation skills
  • Ability to work independently and / or in a team environment
  • Ability to travel domestically and internationally on occasion
  • Preferred Qualifications :

  • Knowledge and experience in character motion control for game, animation or robotics.
  • Knowledge and experiences in 2D & 3D geometry, forward inverse kinematics.
  • Knowledge and experiences in generative models (GANs, VAEs) and self supervised learning
  • Knowledge and experience in 3D object motion modeling and optimization techniques
  • Familiarity with Unreal Engine, Unity, Blender, Maya, or related software platforms
  • As part of our commitment to health and safety, this position requires that the job candidate be fully vaccinated against COVID-19.

    Please note that an applicant will be considered fully vaccinated two weeks after their second dose in a 2-dose vaccine series (Pfizer or Moderna), or two weeks after a single-dose vaccine (Johnson & Johnson’s Janssen vaccine).

    The Company will consider requests for reasonable accommodations for documented medical reasons and for sincerely held religious beliefs in accordance with applicable law.

    Please do not include proof of vaccine status or any indication of a possible request for an accommodation when submitting your application materials.

    If applicable, the Company will follow up with you directly to request proof of vaccination and to discuss any potential accommodations.

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