machine learning engineer for game rendering

Описание: Sony Interactive Entertainment is the company behind the PlayStation brand. It delivers hardware and network services to more than 100 million people and develops entertainment experiences under the PlayStation brand.Задачи:Develop and improve core generative models for graphics and video processing, including live video streaming and game renderingResearch and prototype methods for graphics and video enhancementDevelop data generation pipelines from generative modelsCollaborate with team members on drafting publications and patent submissionsParticipate in core R&D work with other teams within Sony Interactive EntertainmentТребования:PhD or MSc in Computer Science, Electronic Engineering, Artificial Intelligence, Machine Learning, Computer Graphics or a related field, or equivalent domain experience7+ Years of demonstrable research experience in industry or academiaAt least 7 years of experience developing advanced applications in image, video, graphics processing or computer visionStrong experience with TensorFlow or PyTorch, Python, and computer vision or graphics librariesEvidence of leading technical developments through publications in top-tier conferences such as CVPR, ECCV, ICCV or SIGGRAPHKnowledge of neural network architectures and advanced loss functionsExperience designing and testing convolutional, recurrent, transformer-based, diffusion-based or other task-specific neural network architecturesExperience training, validating and evaluating deep neural network models on large datasetsNice to have: Publications in top-tier conferences or journals, theoretical understanding of graphics pipelines, image processing theory and methods, experience with Unreal or Unity, dataset generation, G-buffer extraction and motion vectorsУсловия:Discretionary bonus opportunityPrivate Medical InsuranceDental Scheme25 Days holiday per yearOn Site GymSubsidised CaféFree soft drinksOn site barAccess to cycle garage and showers #J-18808-Ljbffr