Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities.
BCG was the pioneer in business strategy when it was founded in 1963.Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.
To succeed, organizations must blend digital and human capabilities. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change. BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose.We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.
*We Are BCG XWe're a diverse team of more than 3,000 tech experts united by a drive to make a difference.
Working across industries and disciplines, we combine our experience and expertise to tackle the biggest challenges faced by society today.
We go beyond what was once thought possible, creating new and innovative solutions to the world's most complex problems.Leveraging BCG's global network and partnerships with leading organizations, BCG X provides a stable ecosystem for talent to build game-changing businesses, products, and services from the ground up, all while growing their career.
Together, we strive to create solutions that will positively impact the lives of millions.What You'll Do
*役割*様々な業界のクライアントの経営課題に対し、アナリティクス・ソフトウェアの設計や開発を行い、ソフトウェアソリューションの推進を通じて企業の大きな変革や成長を支援する。また、BCGの持つアナリティクス関連プラットフォームの機能強化なども担当する
*具体的な業務** クライアントのビジネスニーズを理解し、クラウド各種を使用したソリューションを提案する
* データサイエンティストと協力し、PoCや本番展開の為の、データ前処理プロセスや分析モデル構築を支援する
* 分析モデルとソフトウェア設計の計算効率を最適化する
* データ構造と結果の可視化をデザインし、ユーザーに実用的な示唆出しや状況認識を提供する
* 構築したモデルを、クライアント側で適切に運用できる体制の構築を支援する
* データの準備やデプロイメント、再学習などを含めた一連の分析オペレーションを実施する為のMLOPS導入を支援する
* 技術者以外を対象に、大規模なアナリティクス・Infrastructure as Code(IaC)、ロバストなソフトウェア開発のためのベストプラクティスをガイドする
* 将来の製品リリースにおける新機能について、クライアントと議論する
What You'll Bring
*必須要件** アジャイル手法を活用した、ソフトウェア開発経験
- Python, R, TypeScript等でのコーディングスキル
- DevOps /MLOPS/DataOpsなどのプロセスの理解
* リレーショナル、非リレーショナル、ストリーミングデータ構造の保存、操作、管理の経験
* 英語力(日常会話レベル以上)
* (※Lead以上は)プロジェクトのマネジメント経験
*求めるスキル/人物像** 先進的なアナリティクス手法を実ビジネスに適用し、成果に結び付ける熱意がある
* クライアントやチームと協業し、課題解決を遂行する熱意がある
* アナリティクスだけでなく、ビジネス状況にも関心を持ち、理解しようとする熱意がある
* ビッグデータの問題を含む分析的推論と複雑な問題解決ができる
* 柔軟、自発的で創造的なクリティカルシンキングができる
* 分析の目的、課題や優先順位を自発的に設定し、チームに積極的に発信できる
* チームワークを重視し、プロフェッショナルに調整業務を行える
* 未経験分野においても最新の手法・ツールを学ぶ意欲がある
* 複雑な技術や示唆をシンプルでわかりやすく可視化できる
* 複雑な技術やアーキテクチャの概念を専門家以外でも理解できるように説明できる
*歓迎要件** データ分析会社やデータ分析プラットフォーム会社でのデータアナリティクスの経験
* データサイエンスのMVPをスケーリング、もしくはプロダクション展開した経験
* クラウド環境(AWS/Azure/Google)のソリューション構築経験
* エンタープライズ向けのフルスタック(GraphQL, React)なサービスの開発経験
* 本番環境への分析モデルやワークフロー(DataBricks, DeltaLake, MLflowなど)の導入経験
* 効率化ツールを用い(Github, Confluence, Slack)、プロジェクト進捗や課題管理、会議のファシリテーションなどのPMOをした経験
* 分散処理(Spark, Hadoopなど)の経験
* 英語力(ビジネスレベル以上)
Additional info
*雇用形態** 正社員
* ポジション(Associate、Senior、Lead、Principal)はご経験・スキルに応じて決定
We are an equal opportunity employer and value diversity at our company.
We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status.
We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment.
Please contact us to request accommodation.Boston Consulting Group is an Equal Opportunity Employer.
All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.
BCG is an E - Verify Employer. [Click here ]) for more information on E-Verify.
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