PlayStation Global - Sr. Machine Learning Engineer
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Requirements
• Publications, e.g. in top-tier conferences and journals: IEEE Transactions on Image Processing, IEEE Transactions on Circuits and Systems for Video Technology, conferences like IEEE CVPR/ICCV/ECCV, NeurIPS, ICML, ICLR, or similar • Some theoretical understanding of the graphics pipeline, including coordinate transformations between frames of reference, PBR materials, rasterization, lighting, and ray tracing • Experience in image processing theory and methods, evidenced by the development of practical designs in this area • Some experience with 3D engines such as Unreal or Unity; in particular, generation of datasets, extraction of G-buffers, motion vectors, etc.
Responsibilities
• Develop and improve core generative models for graphics and video processing for a variety of applications, such as live video streaming, game rendering, etc. • Research and prototyping of new methods for graphics or video enhancement, and data generation pipelines from generative models • Collaborate with team members on drafting publications and patent submissions • Participate and assist the team in core R&D work with other teams within Sony Interactive Entertainment
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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