AI/ML Application Function SDK Development for PlayStation Game Graphics

2 Months ago • 2-3 Years • Public Relations

Job Summary

Job Description

Develop and release an efficient SDK for game graphics AI/ML applications on PlayStation. Integrate low-level runtime algorithm development results into efficient APIs. Write efficient code with a deep understanding of hardware and OS at a low level. Collaborate with global PlayStation development teams. Continuously improve the SDK based on internal and external feedback. The team develops PSSR (PlayStation Spectral Super Resolution), an AI upscaling technology using machine learning to generate high-quality images. This role involves developing machine learning algorithms, a low-level runtime for fast inference on PlayStation, and an SDK for game developers. The developed features are used by game developers worldwide, with continuous improvement based on feedback.
Must have:
  • 2-3 years C/C++ development experience
  • Graphics programming experience
  • Image/rendering processing experience
Good to have:
  • Machine learning application development experience
  • Hardware implementation knowledge
  • GPU architecture and programming knowledge
  • English communication skills
Perks:
  • Remote work option
  • Work-life balance
  • Planned vacations

Job Details

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®5, PlayStation®4, PlayStation®VR, PlayStation®Plus, 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.

 

職務内容 /Job Description(Roles & Responsibilities:
PlayStationのゲームグラフィックス向けAI/ML応用機能SDK開発エンジニアとして、下記業務をお任せします。
・Low Level Runtime 上のアルゴリズム開発の成果を統合し、ゲームグラフィックスにむけた効率的なAPIを設計・開発しSDKとしてリリースすること
・ハードウェアとOSをLow Levelで理解し、効率的なコードを作成すること
・グローバルなPlayStationの開発チームと連携し、Projectを推進すること
・内部-外部からのfeedbackにもとづいて、継続的な改善を行うこと
 
組織・職場紹介 /About team and organization:
本組織では、PlayStation5 Proから搭載されたPSSR(PlayStation Spectral Super Resolution)を開発しています。
具体的には、Machine Learningによるアルゴリズムの開発、PlayStation上で高速に推論を実行するLow Level runtime開発、それらを統合しGame DeveloperにむけたSDK開発を行っています。
※PSSRとは機械学習を使用し、非常に鮮明な画像を生成するAIアップスケーリング技術です。
開発したこれらの機能は、世界中の多くのGame Developerに利用され多くのfeedbackを得ながら日々改善を続けています。
必要に応じて、リモートワーク・出社を切り替えながらチームで連携して業務を進めています。
SoCのBring up時やSDKリリース時などは繁忙期となりますが、平均的な残業は少なく働きやすい環境です。
計画的な休暇を取っている方、リモートワークで育児と両立を図っているメンバーも多いです。
 
求められるスキル・技術領域/Skills and Qualifications:
【必須(MUST)】
いずれにも合致すること
・C/C++ による開発経験 2~3年以上(実務・趣味問わず)
・グラフィックスプログラミング、シェーダープログラミングなど画像処理・描画処理に関わる技術経験
 
【歓迎(WANT)】
・Machine Learningを利用したアプリケーション開発経験
・ハードウェアについて仕様のみならず実装に関する興味
・GPUアーキテクチャ・GPUプログラミングへの知見
 
語学力 /Language Skills:
・英語:メールやドキュメント、海外メンバーとのリモート会議などで英語を使います。
 ※TOEIC等での高得点は必要ありませんが、英語を使う事に抵抗ないことが求められます。
・日本語:日本語能力試験N1またはそれと同等以上

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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