At a Glance
- Tasks: Join our team to redefine gaming and streaming with advanced machine learning techniques.
- Company: Sony Interactive Entertainment, a leader in innovative gaming technology.
- Benefits: Enjoy private medical insurance, dental scheme, 25 days holiday, and on-site gym.
- Other info: Dynamic work environment with opportunities for growth and creativity.
- Why this job: Make a real impact in the gaming world using cutting-edge machine learning.
- Qualifications: 3-5 years of experience in machine learning and strong publication record required.
The predicted salary is between 60000 - 80000 £ per year.
We are looking for an independent, dedicated Machine Learning Engineer/Senior ML Engineer to join the Visual Computing Group (VCG) and contribute to redefining the world of game play and live streaming via advanced R 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 3 years for ML engineer, 5 years for Senior ML engineer).
Evidence of leading technical developments by at least 1 research publication in a top‑tier conference like CVPR, ECCV, ICCV, SIGGRAPH or similar.
Solid background in one or more of the following:
- Neural network architectures, evidenced by knowledge of how to formulate and test advanced loss functions in neural network design.
- Design and test of advanced convolutional, recurrent, transformer‑based, diffusion‑based or other neural network architectures in a task‑specific manner.
- 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.
- Some theoretical understanding of the graphics pipeline, including coordinate transformations between frames of reference, PBR materials, rasterization, lighting, and ray tracing.
- Experience in image processing theory and methods, evidenced by the development of practical designs in this area.
- Some experience with 3D engines such as Unreal or Unity; in particular, generation of datasets, extraction of G‑buffers, motion vectors, etc.
Equal Opportunity: Sony Interactive Entertainment is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.
Benefits:
- Private Medical Insurance
- Dental Scheme
- 25 days holiday per year
- On Site Gym
- Subsidised Café
- Free soft drinks
- On site bar
- Access to cycle garage and showers
Machine Learning Engineer employer: PlayStation Sony Computer Entertainment Europe Ltd.
At Sony Interactive Entertainment, we pride ourselves on being an exceptional employer, offering a dynamic work culture that fosters innovation and collaboration within the Visual Computing Group. Our commitment to employee growth is evident through access to cutting-edge projects in machine learning and computer vision, alongside comprehensive benefits such as private medical insurance, a dental scheme, and an on-site gym. Located in a vibrant environment, we provide unique advantages like a subsidised café and facilities for cycling enthusiasts, making it an ideal place for talented individuals to thrive and contribute to redefining the future of gaming and live streaming.
Contact Details:
PlayStation Sony Computer Entertainment Europe Ltd. Recruitment Team
