Sony AI/ML Computer Graphics Robotics 3D Animation Research Intern 

United States, California 

378461471

JOB RESPONSIBILITIES

• Research, develop and evaluate state-of-the-art machine learning algorithms for the next generation AI/ML based Computer Graphics and Robotics for 3D Animation.

• 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.

• in Computer Science, Electrical Engineering, or a related field, or M.S. with research experience equivalent to Ph.D.

• Excellent fundamental research background and demonstrated record of innovation in the theory of AI, Machine Learning, Computer Graphics, or Robotics related areas.

• Excellent knowledge and experience in Physics based motion generation for 3D character control.

• Excellent knowledge and experience in Deep Learning fundamentals and Reinforcement Learning.

• Excellent analytical and mathematical skills

• Strong professional software development experience

• Strong familiarity with game development workflow.

• Strong familiarity with neural network training, finetuning workflow

• Strong familiarity with modern Python and C++

• Strong communication, interpersonal, and presentation skills

• Ability to work independently and/or in a team environment.

Preferred qualifications:

• Knowledge and experiences in human object interaction

• Knowledge and experience in limitation learning and skill learning

• Knowledge and experience in machine learning based robot control

• Knowledge and experiences in generative models

• Familiarity with Isaac-Gym, Blender, Unreal Engine, Unity, MuJoCo, or related software platforms