PlayStation Global - Senior Manager, Machine Learning
Requirements
• 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.
Benefits
• PlayStation isn’t just the Best Place to Play — it’s also the Best Place to Work. Today, we’re recognized as a global leader in entertainment producing The PlayStation family of products and services including PlayStation®5, PlayStation®4, PlayStation®VR, PlayStation®Plus, acclaimed PlayStation software titles from PlayStation Studios, and more. • PlayStation also strives to create an inclusive environment that empowers employees and embraces diversity. We welcome and encourage everyone who has a passion and curiosity for innovation, technology, and play to explore our open positions and join our growing global team. • The PlayStation brand falls under Sony Interactive Entertainment, a wholly-owned subsidiary of Sony Group Corporation. • Discretionary bonus opportunity • Hybrid Working (within Flexmodes) • Private Medical Insurance • 25 days holiday per year • Subsidised Café • Free soft drinks • Access to cycle garage and showers • Please note, Sony Interactive Entertainment conducts background checks at the offer stage for all new employees (which may include criminal background checks for some roles) and will need to process personal information to support these checks. • Please refer to our Candidate Privacy Notice for more information about what personal information we collect, how we use it, who we share it with, and your data protection rights. • Equal Opportunity Statement:
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