Sr. Machine Learning Engineer

PlayStation

London, United Kingdom
Not specified; discretionary bonus opportunity ava...
On-site
Phd or msc in computer science or related field
5+ years research experience in industry or academia
Strong background in tensorflow or pytorch
This role involves developing and improving core generative models for graphics and video processing to redefine game play and live streaming

Job Summary

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

Matching Summary

This 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 available; Benefits include medical, dental, and gym access

Skills & Requirements

Must-have

  • PhD or MSc in Computer Science or related field
  • 5+ years research experience in industry or academia
  • Strong background in TensorFlow or PyTorch
  • 3+ years ML engineering experience with computer vision
  • Published research in top-tier conferences like CVPR or SIGGRAPH

Nice-to-have

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

Key Requirements

  • PhD or MSc degree required
  • Minimum 5 years of demonstrable research experience
  • Evidence of leading technical developments via publication
  • Minimum 3 years ML engineer experience (5 for Senior)
  • Expertise in Python libraries for image/video processing

Work Rights

Not specified

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