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- Tasks: Develop innovative algorithms for game technology and collaborate with global teams.
- Company: Join PlayStation, a leader in entertainment and gaming innovation.
- Benefits: Enjoy 25 days holiday, private medical insurance, and an on-site gym.
- Why this job: Work on cutting-edge projects in a creative team that values diversity and inclusion.
- Qualifications: Experience in Deep Learning, C++, and 3D maths is essential.
- Other info: Opportunity to work on AAA games and advanced technology in a fun environment.
The predicted salary is between 36000 - 60000 £ per year.
Machine Learning Engineer for Game Technology
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 Corporation.
Experienced Deep Learning Engineer for Game Technology
We are looking for an experienced machine learning engineer with a solid understanding of low-level systems programming. If you are as comfortable in the memory view of your debugger as you are with training networks to solve problems, we would love you hear from you.
This role could suit an experienced embedded/games industry programmer with a passion for Machine Learning, or an accomplished Machine Learning/Vision programmer with a good understanding of computer architecture and performance.
The Team
The Advanced Technology Group (ATG) is part of PlayStation Studios, and contributes to some of the most recognisable and ambitious console games and franchises. In addition to its original mission of developing ground-breaking technology for our games, which this role falls under, the group is also a key contributor to platform development, with among other things responsibility for a large part of the GPU software stack all PS5 games are built with.
You will be part of a small creative team of ATG programmers tackling problems centred around computer vision and machine learning. Examples of some projects include the runtime tracking of PlayStation VR2 Sense controllers and a novel facial performance capture system used to produce assets for AAA games.
Role Overview
You are expected to develop innovative algorithms to solve novel problems, make technology choices, prototype solutions and bring them to production. Some of these systems are expected to run on millions of PlayStations in people’s homes, making high run-time performance crucial. You should stay up to date with the competition and the industry’s latest advances and academic developments. The role also involves close collaboration with our other teams in Europe, the U.S and Japan, as well as technical communication of the ideas and solutions developed.
What we’re looking for
• Extensive experience with modern Deep Learning (PyTorch/TensorFlow): You will be expected to make decisions about data and architectures, to implement pipelines for training and validation and to develop and deploy models in production.
• Experience with C++ programming and strong debugging skills
• Understanding and experience of 3D maths/geometry: Including multiple-view geometry and 3D mesh representations.
Nice-to-have
• Experience with Graphics and/or Game Engines
• Experience with Computer Vision
- Discretionary bonus opportunity
- Private Medical Insurance
- 25 days holiday per year
- On Site Gym
- Free soft drinks
- Access to cycle garage and showers
“Please refer to ourCandidate Privacy Notice for more information about how we process your personal information, 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 or maternity, 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.
Accepted file types: pdf, doc, docx, txt, rtf
Accepted file types: pdf, doc, docx, txt, rtf
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Machine Learning Engineer for Game Technology United Kingdom, London employer: PlayStation
Contact Detail:
PlayStation Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Machine Learning Engineer for Game Technology United Kingdom, London
✨Tip Number 1
Familiarize yourself with the latest advancements in deep learning, especially in the context of game technology. Follow industry leaders and read relevant research papers to stay ahead of the curve.
✨Tip Number 2
Engage with the gaming community by participating in forums or attending conferences. Networking with professionals in the field can provide valuable insights and potentially lead to job opportunities.
✨Tip Number 3
Showcase your projects related to machine learning and game technology on platforms like GitHub. Having a strong portfolio can demonstrate your skills and passion to potential employers.
✨Tip Number 4
Prepare for technical interviews by practicing coding challenges and system design problems that are relevant to machine learning and game development. This will help you feel more confident during the interview process.
We think you need these skills to ace Machine Learning Engineer for Game Technology United Kingdom, London
Some tips for your application 🫡
Tailor Your CV: Make sure your CV highlights your experience with modern Deep Learning frameworks like PyTorch or TensorFlow, as well as your C++ programming skills. Emphasize any relevant projects that showcase your understanding of 3D maths and geometry.
Craft a Strong Cover Letter: In your cover letter, express your passion for gaming technology and machine learning. Mention specific projects or technologies from PlayStation that excite you and explain how your background aligns with their needs.
Showcase Relevant Experience: When answering application questions, provide detailed examples of your work in machine learning and computer vision. Highlight any experience with game engines or graphics, as these are nice-to-have skills for the role.
Prepare for Technical Questions: Be ready to discuss your technical expertise in deep learning and systems programming during interviews. Think about how you would approach solving problems related to runtime performance and algorithm development in gaming contexts.
How to prepare for a job interview at PlayStation
✨Showcase Your Deep Learning Expertise
Be prepared to discuss your experience with modern deep learning frameworks like PyTorch and TensorFlow. Highlight specific projects where you implemented training pipelines and deployed models in production, as this will demonstrate your hands-on expertise.
✨Demonstrate Your C++ Skills
Since strong C++ programming and debugging skills are crucial for this role, be ready to talk about your experience with C++. Consider preparing examples of complex problems you've solved using C++ and how you approached debugging those issues.
✨Understand 3D Maths and Geometry
Brush up on your knowledge of 3D maths and geometry, including multiple-view geometry and 3D mesh representations. Be ready to explain how these concepts apply to machine learning in game technology, as they are essential for the role.
✨Stay Updated on Industry Trends
Research the latest advancements in machine learning and gaming technology. Being able to discuss current trends and how they might influence future developments at PlayStation will show your passion and curiosity for innovation.
