Senior Machine Learning Engineer - Model Development

PlayStation Network; City Of London; Hybrid; GBP 80,000 - 100,000; Full time

Job summary

A leading gaming company in London seeks an experienced machine learning engineer to develop and refine models for computer graphics applications. The ideal candidate will have strong experience in ML and computer graphics, capable of collaborating with a distributed team to deliver high-performance graphics for gaming. Competitive benefits include hybrid work options and private medical insurance.

Benefits

Discretionary bonus opportunity

Company pension

Private Medical Insurance

25 days holiday per year

On Site Gym

Access to cycle garage and showers

Qualifications

• Strong experience in ML model development and neural networks.
• Experience in applying AI/ML technologies to real-time tasks.
• Background in interactive entertainment or computer graphics.

Responsibilities

• Developing and refining ML models for computer graphics.
• Researching algorithms for graphics improvement.
• Collaborating with engineers or project managers.

Skills

Machine Learning

Computer Graphics

C/C++

Python

TensorFlow

Education

Degree in Computer Science or related field

Tools

PyTorch

OpenGL

DirectX

Job description

United Kingdom, London

Why PlayStation?

PlayStation isn’t just the Best Place to Play — it’s also the Best Place to Work. Today, we’re recognized as a global leader in entertainment producing The PlayStation family of products and services including PlayStation5, PlayStation4, PlayStationVR, PlayStationPlus, acclaimed PlayStation software titles from PlayStation Studios, and more.

PlayStation also strives to create an inclusive environment that empowers employees and embraces diversity. We welcome and encourage everyone who has a passion and curiosity for innovation, technology, and play to explore our open positions and join our growing global team.

The PlayStation brand falls under Sony Interactive Entertainment, a wholly-owned subsidiary of Sony Group Corporation.

The role

We are seeking an experienced machine learning engineer to join our team and use ML in real-time computer graphics applications. This is an outstanding opportunity to work at the forefront of technology and innovation, applying your expertise to craft the future of gaming graphics!

The team

Based in London, our team is part of the ‘Foundational Systems and Experiences Engineering’ group. We build the low-level SDKs and fundamental technologies used by our game development partners to build PlayStation Games. Our team is dedicated to working on the latest GPU and Machine Learning technologies to deliver the next generation of high-performance computer graphics for PlayStation.

What you’ll be doing:

• Developing and refining ML models and architectures for computer graphics and game rendering.
• Researching and evaluating new algorithms and techniques for graphics improvement.
• Delivering fundamental technologies in our game SDKs.
• Collaborating with a distributed team of experienced graphics engineers.
• Working with technical leads, engineers, and project managers to plan goals and objectives.

What we’re looking for:

• A degree or equivalent experience in Computer Science, Artificial Intelligence, Machine Learning, or a related field; advanced degrees are a plus.
• Strong experience in ML model development and neural networks, possibly with a research focus.
• Experience in training, validation, and evaluation of deep neural network models on large datasets.
• Experience in applying AI/ML technologies to real-time inference tasks, ensuring efficient and accurate decision-making in dynamic environments.
• A passion for gaming and a keen interest in GPU technology trends such as ML and Ray-tracing.
• A background in the interactive entertainment industry, computer graphics, or a related field.
• Experience in developing computer graphics applications with C/C++ and APIs such as DirectX/Vulkan or console equivalents.
• Strong communication and a collaborative approach to problem-solving.
• Familiarity with agile development methodologies.

Domain Expertise:

• Experience with programming languages, tools, and frameworks relevant to graphics and machine learning (e.g., C++, Python, PyTorch, OpenGL, DirectX).
• Deep expertise in TensorFlow or PyTorch, Python, and related computer vision/graphics software; proven by building advanced image/video/graphics projects.
• Discretionary bonus opportunity
• Hybrid Working (within Flexmodes)
• Company pension
• Private Medical Insurance
• 25 days holiday per year
• On Site Gym
• On-site bar
• Access to cycle garage and showers

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.

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

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