Sr. Machine Learning Engineer
PlayStation Global5 months ago
London, United KingdomSenior
Responsibilities
- Develop and improve generative models for graphics and video processing, including live video streaming and game rendering applications.
- Research and prototype methods for graphics and video enhancement.
- Build data-generation pipelines using generative models.
- Collaborate on research publications and patent submissions.
- Participate in core R&D activities with other Sony Interactive Entertainment teams.
Requirements
- PhD or MSc in Computer Science, Electronic Engineering, Artificial Intelligence, Machine Learning, Computer Graphics, or a related field, or equivalent skills demonstrated through relevant work experience.
- At least five years of demonstrable research experience in industry or academia.
- At least five years of experience developing advanced image, video, graphics processing, or computer vision applications for a Senior ML Engineer role.
- Strong experience with TensorFlow or PyTorch, Python, and computer vision or graphics libraries.
- Evidence of leading technical development through at least one research publication in a top-tier conference such as CVPR, ECCV, ICCV, or SIGGRAPH.
- Knowledge of neural network architectures, advanced loss functions, convolutional, recurrent, transformer-based, or diffusion-based models, and model training, validation, and evaluation on large datasets.
- Preferred experience with publications in relevant conferences or journals, graphics pipeline concepts, image processing theory, and 3D engines such as Unreal or Unity.
Benefits
- Hybrid working within Flexmodes
- Private medical insurance
- Dental scheme
- 25 days of holiday per year
- On-site gym
- Subsidised café
- Free soft drinks
- On-site bar
- Access to cycle garage and showers
- Discretionary bonus opportunity