Machine Learning Engineer for Game Technology

PlayStation is seeking an experienced Machine Learning Engineer for Game Technology to join their Advanced Technology Group (ATG). This role, based in London, requires relocation and is part of PlayStation Studios. The ideal candidate should have extensive experience with modern Deep Learning, C++ programming, strong debugging skills, and understanding of 3D maths/geometry.

The ATG contributes to some of the most recognizable and ambitious console games and franchises, as well as platform development. You'll be part of a small creative team tackling problems centered around computer vision and machine learning. Projects include runtime tracking of PlayStation VR2 Sense controllers and a novel facial performance capture system for AAA games.

As a Machine Learning Engineer, you'll develop innovative algorithms, make technology choices, prototype solutions, and bring them to production. High run-time performance is crucial as some systems will run on millions of PlayStations. You'll stay up-to-date with industry advances and academic developments, collaborating closely with teams in Europe, the U.S., and Japan.

Key responsibilities:

• Develop and implement Deep Learning solutions using PyTorch/TensorFlow
• Make decisions about data and architectures
• Implement pipelines for training and validation
• Develop and deploy models in production
• Apply 3D maths/geometry knowledge to solve complex problems
• Collaborate with international teams and communicate technical ideas

Required skills:

• Extensive experience with modern Deep Learning (PyTorch/TensorFlow)
• Experience with C++ programming and strong debugging skills
• Understanding and experience of 3D maths/geometry
• 2+ years of working experience in modern deep learning (excluding school projects)
• Experience with 3D mesh representations

Nice-to-have skills:

• Experience with Graphics and/or Game Engines
• Experience with Computer Vision

PlayStation offers a competitive benefits package, including discretionary bonuses, private medical insurance, dental scheme, 25 days holiday per year, on-site gym, subsidized café, free soft drinks, on-site bar, and access to cycle garage and showers.

Join PlayStation to be part of an inclusive environment that empowers employees, embraces diversity, and pushes the boundaries of play in the gaming industry.