Job Description

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 PlayStation\xc2\xae5, PlayStation\xc2\xae4, PlayStation\xc2\xaeVR, PlayStation\xc2\xaePlus, 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.

Machine Learning Engineer

We seek a Machine Learning Engineer passionate about developing algorithms. Here, you will develop algorithms with clear technical documentation and prototypes demonstrating high-quality results. You will be tasked to advance our production technology and tools for performance capture and virtual humans. If this is you, come and apply!

Responsibilities:

• Develop and apply machine learning and deep learning algorithms, work to optimize performance, and build prototypes for performance capture & virtual humans initiatives.
• Leverage data to develop machine learning pipelines & tools. Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation.
• Work with character, scan, & motion capture teams to identify and lead projects that elevate quality and improve performance.
• Follow software & engineering practices outlined by the Visual Arts engineering team.
• Influence the Visual Arts innovation roadmap.

Requirements

• Proficient in C++ and OO design in production/R&D environment.
• Strong programming skills in Python, Matlab, or similar languages.
• Experience with ML frameworks such as Tensoflow, Keras, Torch, Caffe, etc.
• Machine Learning with a specific focus on animation, rigging, facial performance, and character creation.
• Professional exposure to animation & game development pipelines.
• Understanding of mathematical optimization and underlying implementation of modern neural network architectures.
• Strong communication skills with the ability to learn fast and solve complex tasks.
• Driven to produce high-quality and innovative solutions.
• Strong math and research experience in computer vision, computer graphics, machine vision, or image/video processing.
• Bachelor Degree in Computer Science, Engineering, or equivalent.
• Experience using Unreal and/or proprietary game engines.

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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.

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