Machine Learning Engineer for Game Technology

Sony Interactive Entertainment - San Mateo, CA

Full-time - Mid Level

San Mateo, CA

Motion Picture and Sound Recording Industries

About the position

The Machine Learning Engineer for Game Technology at Sony Interactive Entertainment is responsible for developing innovative algorithms and solutions that enhance gaming experiences through machine learning and computer vision. This role involves close collaboration with teams across Europe, the U.S., and Japan, focusing on high-performance systems that will run on millions of PlayStation consoles. The position requires a strong background in deep learning, systems programming, and a passion for gaming technology.

Responsibilities

• Develop innovative algorithms to solve novel problems in gaming technology.
• Make technology choices and prototype solutions for machine learning applications.
• Bring prototypes to production, ensuring high run-time performance.
• Stay updated with industry advances and academic developments in machine learning and computer vision.
• Collaborate closely with teams in Europe, the U.S., and Japan to communicate ideas and solutions.

Requirements

• Extensive experience with modern Deep Learning frameworks such as PyTorch or TensorFlow.
• Strong C++ programming skills and debugging capabilities.
• Understanding of 3D maths and geometry, including multiple-view geometry and 3D mesh representations.

Nice-to-haves

• Experience with Graphics and/or Game Engines.
• Experience with Computer Vision.

Benefits

• Discretionary bonus opportunity
• Private Medical Insurance
• Dental Scheme
• 25 days holiday per year
• On Site Gym
• Subsidised Cafe
• Free soft drinks
• On site bar
• Access to cycle garage and showers