Sr. Machine Learning Engineer

<div class="content-intro"><p><strong>Why Sony Interactive Entertainment?</strong></p> <p>Sony Interactive Entertainment isn’t just the Best Place to Play — it’s also the Best Place to Work. Sony Interactive Entertainment (SIE) is the company behind the PlayStation brand. As a subsidiary of Sony Group Corporation, we’re part of a proud legacy of innovation and excellence. SIE is a dynamic technology company, delivering cutting-edge hardware and network services to more than 100 million people and an entertainment leader, home to some of the most beloved and recognizable intellectual properties (IP) in the world. Our role at SIE is to create and nurture the experiences under the PlayStation brand, a name synonymous with entertainment excellence and creativity.</p></div><h2><span style="font-size: 12pt;"><strong>Role Description:</strong></span></h2> <p><span style="font-size: 12pt;">We are looking for an independent, dedicated Senior ML Engineer to join the <a href="https://sonyinteractive.com/en/news/blog/" target="_blank">Visual Computing Group</a> (VCG) and contribute to redefining the world of game play and live streaming via advanced R&D. VCG’s mission is to design and deploy advanced neural networks and machine learning (ML) for game rendering and streaming systems of SIE that exceed the state-of-the-art in runtime efficiency, visual quality and latency.</span></p> <h2><span style="font-size: 12pt;"><strong>What</strong> <strong>you’ll</strong> <strong>be doing:</strong></span></h2> <ul> <li style="font-size: 12pt;"><span style="font-size: 12pt;">Develop and improve core generative models for graphics and video processing for a variety of applications, such as live video streaming, game rendering, etc.</span></li> <li style="font-size: 12pt;"><span style="font-size: 12pt;">Research and prototyping of new methods for graphics or video enhancement, and data generation pipelines from generative models</span></li> <li style="font-size: 12pt;"><span style="font-size: 12pt;">Collaborate with team members on drafting publications and patent submissions</span></li> <li style="font-size: 12pt;"><span style="font-size: 12pt;">Participate and assist the team in core R&D work with other teams within Sony Interactive Entertainment</span></li> </ul> <h2><span style="font-size: 12pt;"><strong>What</strong> <strong>we’re</strong> <strong>looking for:</strong></span></h2> <ul> <li style="font-siz