Staff Machine Learning Engineer

PlayStation; Greater London; Hybrid; GBP 110,000 - 160,000; Full time

Benefits offered by this job

Discretionary bonus opportunity

Hybrid Working (Flexmodes)

Private Medical Insurance

Dental Scheme

25 days holiday per year

On Site Gym

Subsidised Café

Free soft drinks

On site bar

Cycle parking and showers

Job summary

Sony Interactive Entertainment in London seeks an independent Staff Machine Learning Engineer to join the Visual Computing Group. You will develop generative models for graphics and video processing, advancing live streaming and game rendering with state-of-the-art runtime efficiency and visual fidelity.

You will collaborate on publications and patents, lead technical developments, and work with cross‑team researchers to push R&D forward in a fast-paced, creative environment.

Qualifications

• PhD or MSc in CS/AI/Graphics or equivalent research experience.
• 7+ years of demonstrable research experience in industry or academia.
• Strong background in TensorFlow or PyTorch and Python for CV/graphics.
• Publications in top-tier conferences (CVPR/ECCV/ICCV/SIGGRAPH) or similar.
• Knowledge of neural network architectures and training on large datasets.

Responsibilities

• Develop and improve core generative models for graphics and video processing.
• Research and prototyping of new methods for graphics or video enhancement.
• Collaborate on drafting publications and patent submissions.
• Participate in core R&D work with other teams within Sony Interactive Entertainment.

Skills

TensorFlow/PyTorch

Python

Computer Vision

Publications (CVPR/ECCV/ICCV/SIGGRAPH)

Leadership in tech projects

PhD or MSc in CS/AI/Graphics

Academic/Industry research experience

Education

PhD or MSc in Computer Science / AI / Graphics

Tools

HDF5

Job description

Why Sony Interactive Entertainment?

Sony Interactive Entertainment isn’t just the Best Place to Play — it’s also the Best Place to Work. Sony Interactive Entertainment (SIE) is the company behind the PlayStation brand. As a subsidiary of Sony Group Corporation, we’re part of a proud legacy of innovation and excellence. SIE is a dynamic technology company, delivering cutting‑edge hardware and network services to more than 100 million people and an entertainment leader, home to some of the most beloved and recognizable intellectual properties (IP) in the world. Our role at SIE is to create and nurture the experiences under the PlayStation brand, a name synonymous with entertainment excellence and creativity.

Role Description:

We are looking for an independent, dedicated Staff Machine Learning Engineer to join the Visual Computing Group (VCG) and contribute to redefining the world of game play and live streaming via advanced R&D. VCG’s mission is to design and deploy advanced neural networks and machine learning (ML) for game rendering and streaming systems of SIE that exceed the state‑of-the‑art in runtime efficiency, visual quality and latency.

What you’ll be doing:

• Develop and improve core generative models for graphics and video processing for a variety of applications, such as live video streaming, game rendering, etc.
• Research and prototyping of new methods for graphics or video enhancement, and data generation pipelines from generative models
• Collaborate with team members on drafting publications and patent submissions
• Participate and assist the team in core R&D work with other teams within Sony Interactive Entertainment

What we’re looking for:

• PhD or MSc in Computer Science, Electronic Engineering, Artificial Intelligence, Machine Learning, Computer Graphics or a related field, or equivalent skills evidenced by work experience in the specific domain of the post
• 7+ years of experience in demonstrable research experience in industry or academia
• Strong background in: TensorFlow or PyTorch; Python and packages/libraries related to computer vision or graphics; evidenced by the development of advanced applications in image/video/graphics processing or computer vision (minimum 7 years),
• Evidence of leading technical developments by several publications in top-tier conferences like CVPR, ECCV, ICCV, SIGGRAPH or similar
• Solid background in one or more of the following:
  • (i) neural network architectures, evidenced (for example) by knowledge of how to formulate and test advanced loss functions in neural network design;
  • (ii) design and test of advanced convolutional, recurrent, transformer-based, diffusion-based or other neural network architectures in a task‑specific manner;
  • (iii) some experience in training, validation and evaluation of deep neural network models on large datasets, evidenced by experience in using Python libraries like HDF5 or similar

Desired qualifications:

• Publications, e.g. in top-tier conferences and journals: IEEE Transactions on Image Processing, IEEE Transactions on Circuits and Systems for Video Technology, conferences like IEEE CVPR/ICCV/ECCV, NeurIPS, ICML, ICLR, or similar
• Some theoretical understanding of the graphics pipeline, including coordinate transformations between frames of reference, PBR materials, rasterization, lighting, and ray tracing
• Experience in image processing theory and methods, evidenced by the development of practical designs in this area

Some experience with 3D engines such as Unreal or Unity; in particular, generation of datasets, extraction of G-buffers, motion vectors, etc.

Benefits:

• 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

Please note, Sony Interactive Entertainment conducts background checks at the offer stage for all new employees (which may include criminal background checks for some roles) and will need to process personal information to support these checks.

Please refer to our Candidate Privacy Notice for more information about what personal information we collect, how we use it, who we share it with, and your data protection rights.

Equal Opportunity Statement:

Sony is an Equal Opportunity Employer. All persons will receive consideration for employment without regard to gender (including gender identity, gender expression and gender reassignment), race (including colour, nationality, ethnic or national origin), religion or belief, marital or civil partnership status, disability, age, sexual orientation, pregnancy, maternity or parental status, trade union membership or membership in any other legally protected category.

We strive to create an inclusive environment, empower employees and embrace diversity. We encourage everyone to respond.

Sony Interactive Entertainment is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.