Senior Manager of Machine Learning

• We are looking for an independent, dedicated Lead or Senior Lead: Machine Learning to join the Visual Computing Group (VCG).
• This role contributes to redefining game play and live streaming through 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.
• The group has been growing rapidly and is involved in a number of core machine learning projects, also with the recent acquisition of Cinemersive labs
• As a Manager / Senior Manager within the Visual Computing Group, you will lead a multidisciplinary team of machine learning engineers and researchers focused on neural-assisted game rendering
• You will be responsible for coordinating the build, prototyping, development and integration of brand new visual computing technologies into our products
• Your role also involves managing project timelines, ensuring high-quality work, and collaborating with multi-functional teams to drive innovation
• You will also play a key role in aligning the team’s work with the overall strategic objectives of the company, balancing the demands of ongoing projects with the need for continuous improvement and technical debt management
• You will meet with collaborators to build partnerships and establish positive and trustworthy relationships

You have strong and well-formed technical ideas that are weakly held; you can discuss, listen and participate in a passionate debateYou have a demonstrated ability in managing high performance research teams in the field of ML or GraphicsYou have the courage to speak up and take smart risksA strong advocate for personal and professional growth, you ensure that every team member feels valued and heardYou are a dynamic and visionary leader with a passion for building and leading high-performance teamsExperience in coaching and mentoring team members, fostering an inclusive and collaborative work environmentYou are experienced in managing team communications in a large organizationYou possess the ability to motivate and empower your team, fostering an environment where creativity and collaboration thriveYour leadership style is grounded in clear communication, inspiration, and empathyYour approach to leadership is proactive, adaptable, and driven by a deep commitment to the success of both your team and the organizationExtensive technical experience and track record of accomplishments within various areas including intelligent systems, visual computing, real-time graphics processing within game engines, or graphicsProven track record in managing and delivering sophisticated projects within these areasProficiency in programming languages and tools relevant to visual computing (e.g., C++, Python, OpenGL, DirectX)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 renderingFamiliarity with machine learning frameworks and their application in visual computingKnowledge 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)Experience in the interactive entertainment industry or a related field is highly desirableUp-to-date with the latest trends and technologies in one or more of: machine learning, computer vision, game engine renderingA degree in Computer Science, Engineering, or a related field, or equivalent experience; advanced degrees are a plus