• MSc. in Computer Science, Electronic Engineering, Artificial Intelligence, Machine Learning, Computer Graphics or a related field, or equivalent skills evidenced by work experience in the specific domain of the post
• Strong background in: TensorFlow or PyTorch; Python and packages/libraries related to computer vision or graphics; evidenced by the development of advanced applications in image/video/graphics processing or computer vision (minimum of 36 months experience)
• Solid background in one or more of the following:
• (i) neural network architectures, evidenced (for example) by knowledge of how to formulate and test advanced loss functions in neural network design
• (ii) design and test of advanced convolutional, recurrent, transformer-based or other neural network architectures in a task-specific manner
• (iii) some experience in training, validation and evaluation of deep neural network models on large datasets, evidenced by experience in using Python libraries like HDF5 or similar
• (iv) some experience with 3D engines such as Unreal or Unity; in particular, generation of datasets, extraction of G-buffers, motion vectors, etc

Desirable

• We are looking for an independent, dedicated Machine Learning Engineer to join our team and contribute to redefining the world of game play and live streaming via advanced R&D
• Engage with a world-leading team of engineers and help solve some of the cutting edge problems in machine learning, video streaming and computer vision
• Develop and improve core deep learning architectures 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 fast graphics or video enhancement
• 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