Machine Learning Engineer for Game Technology
Machine Learning Engineer for Game Technology
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1 Vacancy
Job Description
Why PlayStation
PlayStation isnt just the Best Place to Play its also the Best Place to Work. Today were 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 whollyowned subsidiary of Sony Corporation.
This Role will be based in London and would require relocation
Experienced Deep Learning Engineer for Game Technology
We are looking for an experienced machine learning engineer with a solid understanding of lowlevel 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 groundbreaking 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 peoples homes making high runtime performance crucial. You should stay up to date with the competition and the industrys 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 were 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 multipleview geometry and 3D mesh representations.
Nicetohave
Experience with Graphics and/or Game Engines
Experience with Computer Vision
Benefits
- Discretionary bonus opportunity
- Private Medical Insurance
- Dental Scheme
- 25 days holiday per year
- On Site Gym
- Subsidised Caf
- Free soft drinks
- On site bar
- Access to cycle garage and showers
Please refer to ourCandidate Privacy Noticefor 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.
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.
Employment Type
Full Time
