Senior Machine Learning Engineer - Model Development

PlayStation is seeking a Senior Machine Learning Engineer to join their team in London. This role focuses on using machine learning in real-time computer graphics applications, contributing to the future of gaming graphics. The engineer will be part of the ‘Foundational Systems and Experiences Engineering’ group, which builds low-level SDKs and fundamental technologies for game development partners.

The successful candidate will work with the latest GPU and Machine Learning technologies to deliver high-performance computer graphics for PlayStation.

What this role involves:

• Developing and refining ML models and architectures for computer graphics and game rendering.
• Researching and evaluating new algorithms and techniques for graphics improvement.
• Delivering fundamental technologies in our game SDKs.
• Collaborating with a distributed team of experienced graphics engineers.
• Working with technical leads, engineers, and project managers to plan goals and objectives.

What we’re looking for:

• A degree or equivalent experience in Computer Science, Artificial Intelligence, Machine Learning, or a related field; advanced degrees are a plus.
• Strong experience in ML model development and neural networks, possibly with a research focus.
• Experience in training, validation, and evaluation of deep neural network models on large datasets.
• Experience in applying AI/ML technologies to real-time inference tasks, ensuring efficient and accurate decision-making in dynamic environments.
• A passion for gaming and a keen interest in GPU technology trends such as ML and Ray-tracing.
• A background in the interactive entertainment industry, computer graphics, or a related field.
• Experience in developing computer graphics applications with C/C++ and APIs such as DirectX/Vulkan or console equivalents.
• Strong communication and a collaborative approach to problem-solving.
• Familiarity with agile development methodologies.
• Experience with programming languages, tools, and frameworks relevant to graphics and machine learning (e.g., C++, Python, PyTorch, OpenGL, DirectX).
• Deep expertise in TensorFlow or PyTorch, Python, and related computer vision/graphics software; proven by building advanced image/video/graphics projects.

What this role offers:

• Discretionary bonus opportunity
• Hybrid Working (within Flexmodes)
• Company pension
• Private Medical Insurance
• Dental Scheme
• 25 days holiday per year
• On Site Gym
• Subsidised Café
• On-site bar
• Access to cycle garage and showers