PlayStation Global - Senior Manager, Machine Learning

• Domain Expertise: • Domain Expertise: • Extensive technical experience and track record of accomplishments within various areas including intelligent systems, visual computing, real-time graphics processing within game engines, or graphics. • Proven track record in managing and delivering sophisticated projects within these areas. • Proficiency in programming languages and tools relevant to visual computing (e.g., C++, Python, OpenGL, DirectX). • Familiarity with machine learning frameworks and their application in visual computing • Knowledge in computer vision and machine learning: advanced neural network architectures applied to image analysis and video processing (diffusion models, transformers, distribution alignment, advanced loss functions for computer vision problems) • Knowledge in game engine rendering: knowledge of the stages of the game rendering pipeline, examples in UE5 or similar, knowledge of ray tracing or path tracing, advanced machine learning methods for global illumination, path tracing, frame interpolation and super-resolution in game rendering • Educational Background: • A degree in Computer Science, Engineering, or a related field, or equivalent experience; advanced degrees are a plus. • Industry Knowledge: • Industry Knowledge: • Up-to-date with the latest trends and technologies in one or more of: machine learning, computer vision, game engine rendering. • Experience in the interactive entertainment industry or a related field is highly desirable.