Machine Learning Engineer

Sony Interactive Entertainment

London, United Kingdom
Not specified; discretionary bonus opportunity ava...
On-site
Phd or msc in computer science or related field
3+ years industry research experience
Strong background in tensorflow or pytorch
The role involves developing advanced neural networks and machine learning models to redefine game play and live streaming via the Visual Computing Group

Job Summary

  • The role involves developing advanced neural networks and machine learning models to redefine game play and live streaming via the Visual Computing Group.
  • Candidates must demonstrate a strong background in deep learning architectures such as transformers, diffusion-based models, or convolutional networks.
  • Benefits include a discretionary bonus opportunity, hybrid working arrangements, private medical insurance, dental scheme, and access to an on-site gym.

Matching Summary

The role involves developing advanced neural networks and machine learning models to redefine game play and live streaming via the Visual Computing Group.

Salary

Not specified; Discretionary bonus opportunity available; Benefits include 25 days holiday, private medical insurance, and dental scheme

Skills & Requirements

Must-have

  • PhD or MSc in Computer Science or related field
  • 3+ years industry research experience
  • Strong background in TensorFlow or PyTorch
  • Experience with Python and computer vision libraries
  • Publication in top-tier conference like CVPR or SIGGRAPH

Nice-to-have

  • Theoretical understanding of graphics pipeline
  • Experience with Unreal or Unity 3D engines
  • Knowledge of PBR materials and ray tracing
  • Experience generating datasets from G-buffers
  • Publications in IEEE Transactions on Image Processing

Key Requirements

  • Minimum 3 years ML engineering experience (5 for Senior)
  • Evidence of leading technical developments via research publication
  • Experience training deep neural networks on large datasets

Work Rights

Not specified

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