Machine Learning Engineer

Sony Interactive Entertainment

London, United Kingdom
Not specified; discretionary bonus opportunity; be...
On-site
Tensorflow or pytorch experience
Python programming for computer vision
Generative model development
The role involves developing and improving core generative models for graphics and video processing to redefine game play and live streaming

Job Summary

  • The role involves developing and improving core generative models for graphics and video processing to redefine game play and live streaming.
  • Candidates must have a strong background in neural network architectures, including designing advanced convolutional, recurrent, transformer-based, or diffusion-based models.
  • Benefits include a discretionary bonus opportunity, hybrid working options, private medical insurance, dental schemes, and access to an on-site gym.

Matching Summary

The role involves developing and improving core generative models for graphics and video processing to redefine game play and live streaming.

Salary

Not specified; Discretionary bonus opportunity; Benefits: Private Medical Insurance, Dental Scheme, 25 days holiday, On Site Gym

Skills & Requirements

Must-have

  • TensorFlow or PyTorch experience
  • Python programming for computer vision
  • Generative model development
  • Neural network architecture design
  • Deep learning training and evaluation

Nice-to-have

  • Publications in top-tier conferences
  • Understanding of graphics pipeline
  • Experience with Unreal or Unity engines
  • Knowledge of PBR materials and ray tracing
  • Image processing theory application

Key Requirements

  • PhD or MSc in Computer Science or related field
  • 3+ years of research experience in industry or academia
  • Minimum 3 years ML experience (5 for Senior)
  • Evidence of leading technical developments via publication
  • Experience with large dataset training using HDF5

Work Rights

Not specified

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