Staff ML Engineer - Generative Graphics for Games (Hybrid)

sonyinteractiveentertainmentglobal; Greater London; Ibrido; GBP 90.000 - 140.000; Tempo pieno

Vantaggi offerti da questo lavoro

Discretionary bonus opportunity

Hybrid Working (within Flexmodes)

Private Medical Insurance

Dental Scheme

25 days holiday per year

On Site Gym

Subsidised Café

Free soft drinks

On site bar

Access to cycle garage and showers

Descrizione del lavoro

Sony Interactive Entertainment in the United Kingdom is seeking an independent Staff Machine Learning Engineer to join the Visual Computing Group, driving advanced R&D for game rendering and live streaming using neural networks. You will focus on efficiency, visual quality and latency improvements.

You will collaborate on publications and patents and contribute to core R&D with other Sony teams, leveraging TensorFlow or PyTorch, Python, and large datasets to push state-of-the-art achievements in

Competenze

• PhD or MSc in Computer Science, Electronic Engineering, AI, ML, CG or equivalent experience.
• 7+ years demonstrable research experience in industry or academia.
• Strong background in TensorFlow or PyTorch; Python and CV/graphics libraries.
• Publications in top-tier conferences like CVPR, ECCV, ICCV, SIGGRAPH.
• Expertise in neural networks for graphics/video and large datasets.

Mansioni

• Develop and improve core generative models for graphics and video processing.
• Prototype new methods for graphics or video enhancement and data generation from generative models.
• Collaborate on publications and patent submissions.
• Work with Sony teams on core R&D initiatives.

Conoscenze

PhD or MSc in CS/EE/AI/CG

7+ years research experience

TensorFlow

PyTorch

Python

Publications in CVPR/ECCV/ICCV/SIGGRAP

Formazione

PhD or MSc in CS/EE/AI/CG

Strumenti

TensorFlow

PyTorch

Python

HDF5

Descrizione del lavoro

Sony Interactive Entertainment in the United Kingdom is seeking an independent Staff Machine Learning Engineer to join the Visual Computing Group, driving advanced R&D for game rendering and live streaming using neural networks. You will focus on efficiency, visual quality and latency improvements.

You will collaborate on publications and patents and contribute to core R&D with other Sony teams, leveraging TensorFlow or PyTorch, Python, and large datasets to push state-of-the-art achievements in