Lead AI/ML Engineer (Facial and Motion Generation)

1 Month ago • All levels • Public Relations

Job Summary

Job Description

Lead the development of AI/ML technology for generating realistic facial expressions and movements for in-game characters at Sony Interactive Entertainment. Responsibilities include exploring elements for improved realism, conducting technical research and evaluation, developing AI/ML-based technologies for automatic generation of character expressions and movements, prototype development and integration into game production pipelines, deployment to game studios and business units, and publishing research in academic conferences. The role requires strong programming skills (Python, C/C++), expertise in deep learning (computer vision, reinforcement learning), and experience with Python and DNN frameworks. Collaboration with global teams in London and San Mateo is expected.
Must have:
  • Coding & Software Engineering Skills (Python, C/C++)
  • Deep Learning Knowledge & Implementation (Computer Vision, Reinforcement Learning)
  • Python & DNN Framework Experience
Good to have:
  • Unreal or Unity Application Development Experience

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 Group Corporation.

 

 

職務内容 / Job Description (Roles & Responsibilities)

ゲーム内キャラクターの表現や振る舞いのリアリティを向上させ、世界観にあった信憑性の高いキャラクターを創造するAI/ML技術開発のリード

<具体的な内容>

  • リアリティ向上のための要素探索、技術調査・評価
  • AI/ML技術を用いたキャラクターの表情や動作の自動生成技術開発
  • プロトタイプ開発、ゲーム制作パイプラインへの組み込み
  • ゲームスタジオ、事業部門への導入、学会への論文発表等

組織・職場紹介 / About team and organization

私たちは、PlayStation®プラットフォームで活用する、バーチャルヒューマン、ヒューマンエージェントインタラクション領域でのAI/ML技術の応用研究を行っています。エンジニア、ゲーム制作、商品企画など多様な経歴を持つメンバーが在籍し、ロンドン、サンマテオのチームや、PlayStationスタジオ、また、ソニーのR&Dチームとも協力しながら、先端技術を活用したプロジェクトに挑戦しています。柔軟でグローバルな環境の中、最先端の技術に触れながらキャリアを築ける職場です。最先端のAI/ML技術でゲーム体験の未来に変革を起こしていく仲間をお待ちしています!

 

【入社後の期待値・今後のキャリアパス】

入社後は、ゲームキャラクターの表現や振る舞いのリアリティ向上のため、表情や動作を生成するAI/ML技術とゲーム応用に関する研究開発を担当していただきます。ゲーム制作に貢献する最先端AI技術に関するスキルを向上させるとともに、映画など他のエンターテインメント分野で応用可能なバーチャルヒューマン領域の技術や知見習得で、広くエンターテインメント分野で活躍できるキャリアを築くことができます。

 
求められるスキル・技術領域 / Skills and Qualifications
【必須(MUST)】

  • 主流のプログラミング言語におけるコーディングおよびソフトウェア エンジニアリングスキル(Python、C/C++を想定)(必須)
  • コンピュータビジョン、強化学習などの深層学習等の機械学習の知識・実装経験(必須)
  • Python、DNNフレームワークの利用経験・プログラミングスキル (必須)


【歓迎(WANT)】

  • Unreal (または、Unity)を用いたアプリケーション開発経験 (尚可)


求める人物像 / Personality

  • ゲームが好きで、ゲーム開発に先進技術を応用することに興味のある方
  • 新しいことをゼロから立ち上げられる、立ち上げたいと考えている方
  • グローバルなメンバーとのコミュニケーションに積極的な方

 

語学力 / Language Skills
【日本語】
・ビジネスレベルの日本語力(日本語能力試験N1またはそれと同等以上)

【英語】
・ビジネスレベルの英語力(TOEIC 730点以上目安)

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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