Market Data Analysis and Development of Analytical Techniques for Game Execution Functions on PlayStation

2 Months ago • All levels • Public Relations

Job Summary

Job Description

This role involves detailed analysis of telemetry data from the PlayStation 5's system software and game execution functions. Responsibilities include identifying bug trends and root causes, creating visualizations (dashboards and reports) for development teams, building systems for bug analysis using machine learning and statistical methods, and collaborating with QA to improve quality. The position is within the organization responsible for PlayStation platform SDK development, contributing to the strategic decision-making process for the SDK business by analyzing market data on game title execution and developing solutions for enhanced quality and user experience.
Must have:
  • Application execution environment and OS knowledge
  • Data analysis & problem-solving experience
  • C language development experience
  • Application/system analysis experience & knowledge of analysis environments
Good to have:
  • BI platform experience
  • Machine learning experience
  • Reverse engineering skills
  • English communication and writing skills
  • Japanese language proficiency (N1 or equivalent)

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プラットフォームにおけるSDK開発を行う組織へ配属となり、下記業務をお任せします。
・ゲーム実行機能に関するテレメトリデータの詳細分析及び、それに基づくバグの発生傾向や根本原因の分析
・データの可視化(ダッシュボード・レポート作成)を通じた開発チームへの情報提供支援
・機械学習・統計的手法を活用したバグ解析のためのシステム構築
・開発、QAチームと連携した品質向上のための提案

組織・職場紹介/About team and organization
全世界で約7,500万台のインストールベースを持つPS5からは、日々、システムソフトウェアやゲーム実行機能に関する情報を含む膨大なテレメトリデータが送信されています。
市場データの分析は、複雑化するシステムソフトウェアおよびSDKの開発において、継続的な品質向上の施策やSDK開発方針の戦略立案において重要な役割を果たします。
これら立案を担う本組織のミッションにおいて、市場データ分析は重点領域と位置付けており、取り組みの強化を進めています。

本組織では、PlayStationプラットフォーム上で顧客満足度の高いゲーム体験や新たな体験を提供するため、パートナーであるゲーム開発会社にどのようなSDKを提供すべきかを検討するとともに、持続可能なSDKの品質向上に向けた取り組みを行い、SDKの開発を進めています。
その取り組みの一つとして、ゲームタイトルの実行に伴い市場から送られてくるバグ情報の整理・分析を行い、それらのデータを解析・活用するためのシステムを構築することで、PlayStationのSDKビジネスにおける意思決定支援を通じて貢献します。

求められるスキル・技術領域/Skills and Qualifications
【必須(MUST)】
アプリケーション実行環境やOSの知識をお持ちで、下記いずれか(または複数)に該当すること
・データ分析やデータを用いた課題解決に携わった経験
・C言語での開発経験
・不具合発生時のアプリケーションやシステムの解析経験と解析環境の知識

【歓迎(WANT)】
・BIプラットフォームの利用経験
・機械学習関連の技術開発経験
・リバースエンジニアリングのスキル

【語学力】
・英語の読み書きや英語によるコミュニケーションに抵抗がないこと
・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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