Develop innovative ML solutions for deployment in games and the development pipeline, making technology choices, prototyping, and bringing them to production
Job Summary
Develop innovative ML solutions for deployment in games and the development pipeline, making technology choices, prototyping, and bringing them to production.
Stay up to date with the competition and the industry’s latest advances and academic developments, collaborating with teams worldwide.
The Advanced Technology Group (ATG) helps game developers get the most out of PlayStation hardware, focusing on the GPU software stack and collaborating with global engineering teams.
Matching Summary
Develop innovative ML solutions for deployment in games and the development pipeline, making technology choices, prototyping, and bringing them to production.
Skills & Requirements
Must-have
Modern Deep Learning and PyTorch
Production-facing software development
3D maths and geometry understanding
Low-level systems programming
Memory view debugger proficiency
Nice-to-have
Graphics and/or Game Engines experience
Computer Vision experience
Embedded/games industry programmer passion
Machine Learning/Vision programmer accomplishment
Key Requirements
Experience with modern Deep Learning and PyTorch
Experience with production-facing software development
Strong debugging skills
Applied engineering skills through a shipped ML network or personal project