Deep Learning Engineer for Game Technology
Core
Developing innovative machine learning solutions for deployment in PlayStation games and development pipelines, focusing on computer vision and on-console inference.
Role type
Senior IC deep learning engineer (game technology)
Builds
Production ML models for AAA games and development tools
Domain
Gaming industry + computer vision + embedded systems
Deliverable
production ML models
Required skills
Deep learning, PyTorch, low-level systems programming, debugging, 3D maths/geometry, computer architecture, performance optimization
Preferred skills
Graphics programming, game engines, computer vision
Technologies
PyTorch
Responsibilities
Design and implement ML pipelines for training and validation, prototype and deploy models to production, optimize for high run-time performance on console hardware, collaborate with global engineering teams
Seniority
Senior, hands-on IC
