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About the Role
Sony AI is seeking research interns passionate about ML-based technologies for movie, game, and music creation, as well as technologies for the ethical operations of generative AIs. The internship focuses on researching and developing technologies for various Sony Group products and for scientific publication, with potential applications in film, game, and music production.
Responsibilities
- Investigate and apply novel algorithms related to the generation and editing of video, sound, and 3D visual geometry (including 3D human motion).
- Analyze and alleviate ethical flaws in generative models, including techniques for memorization detection and mitigation, concept erasure, and data attribution.
- Publish findings in a top-tier conference.
- Implement innovative ideas using research, coding, and problem-solving skills with support from internal scientists and engineers.
Requirements
- Master’s degree in Computer Science, Electrical Engineering, Applied Mathematics, or related fields.
- Proven knowledge and expertise in generative AI applications, including deep generative modeling, computer vision, and audio signal processing.
- Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch) and visualization (e.g., TensorBoard).
- Experience in research communities, including published papers at top-tier conferences such as CVPR, ICCV, ECCV, NeurIPS, ICLR, and ICML.
- Excellent communication and presentation skills.
Skills
- Generative AI
- Deep generative modeling
- Computer vision
- Audio signal processing
- Deep learning
- PyTorch
- TensorBoard
Location
- Remote (U.S. and Canada)
- Tokyo
- NYC
Work Type
- Internship
- Remote
Experience Level
- Intern
- Master's degree
- PhD student (preferred)
Education Level
- Master's degree in Computer Science, Electrical Engineering, Applied Mathematics, or related fields.
- PhD program in fields such as Computer Science, Electrical Engineering, Applied Mathematics, or related disciplines (preferred).
Salary/Compensations
- $50.00 per hour
About the Company
- Sony AI America is a remotely distributed organization across the U.S. and Canada.
- Sony AI is Sony’s research organization focused on using AI to unleash human creativity.
- Sony AI collaborates with Sony's business units like Sony Interactive Entertainment LLC., Sony Pictures Entertainment Inc., and Sony Music Entertainment.
- Sony reaches over 900 million devices worldwide and delivers entertainment experiences through movies, TV shows, music, and the PlayStation Network.
- Company Mission: Fill the world with emotion, through the power of creativity and technology.
- Company Values: Dreams & Curiosity, Diversity, Integrity & Sincerity, Sustainability.
Equal Opportunity
- All qualified applicants will receive consideration for employment without regard to any basis protected by applicable federal, state, or local law, ordinance, or regulation.
- Sony Corporation of America provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in job application procedures.