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Senior Machine Learning Engineer

Sony Interactive EntertainmentUnited Kingdom, LondonNew
On-site Full-time

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Experience Level

Senior

Qualifications

Qualifications:To thrive in this role, you should possess:Proficiency in machine learning techniques and algorithms. Strong programming skills in Python and experience with ML frameworks such as TensorFlow or PyTorch. A solid understanding of computer vision and image processing. Experience with data analysis, model evaluation, and optimization. Excellent communication skills to collaborate effectively with cross-functional teams.

About the job

PlayStation, part of Sony Interactive Entertainment, has built a reputation for hardware and titles like PlayStation®5, PlayStation®VR, and PlayStation Studios games. The company is committed to diversity and inclusion, aiming to foster an environment where employees can thrive. Those interested in technology and gaming are encouraged to help shape the future of entertainment.

This Senior Machine Learning Engineer role is based in London within the Visual Computing Group (VCG). The team drives advanced research and development to enhance gaming and live streaming experiences. The focus is on creating and implementing neural networks and machine learning solutions that improve game rendering and streaming, with an emphasis on runtime efficiency, visual quality, and reduced latency.

Main responsibilities

  • Develop and refine generative models for graphics and video processing, supporting live video streaming and game rendering.
  • Research and prototype new methods for graphics or video enhancement, including building data generation pipelines with generative models.
  • Collaborate with colleagues to prepare research publications and file patents.
  • Support core R&D projects in partnership with other teams at Sony Interactive Entertainment.

More about the Visual Computing Group can be found at https://sonyinteractive.com/en/news/blog/.

About Sony Interactive Entertainment

Sony Interactive Entertainment is a leader in the gaming and entertainment industry, providing innovative gaming solutions and services that captivate audiences worldwide. Our commitment to creativity and technology fosters a vibrant work culture where every employee's ideas are valued.

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