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Senior Data Scientist

応募 後で応募 Job ID 10128246 勤務地-都市 キシミー, フロリダ州, アメリカ合衆国 勤務地-国 Disney Experiences 掲載日 2025/09/09

仕事内容:

About The Role & Team:

At Disney Consumer Products, we inspire imagination around the world and are committed to creating happiness for families and fans by bringing captivating, inspiring, and inclusive products into their daily lives.  From toys to t-shirts, console games, books, and more, our team brings our beloved brands and franchises into the lives of families through products and experiences that can be found worldwide, such as the Disney Store e-commerce platform, Disney Parks, local and international retailers, and Disney Store locations around the world.

The Merchandise Business Insight and Analytics (MBIA) team is part of Disney’s Consumer Products organization, which creates and sells Disney products worldwide. The MBIA team supports the full retail lifecycle by providing analytics, reporting, and insights that empower data-informed decision-making for a broad community of stakeholders across Category and Location Planning, Product Development, Merchandising, and Retail Operations.

We are seeking a Sr. Data Scientist to support and drive advanced analytics and data science initiatives for brick-and-mortar and ecommerce retail across Disney Experiences. This role will focus on developing and enhancing machine learning models and data-driven solutions to optimize key areas such as customer segmentation, assortment rationalization, promotion optimization, and performance forecasting. The ideal candidate will have deep expertise in statistical modeling, machine learning, and retail strategy. This position plays a critical role in enabling data-informed decisions that enhance guest experience, drive revenue growth, and support strategic business objectives across digital and physical retail environments.

This role will report to the Sr. Manager, Data Science

What you will do:

  • Lead End-to-End Model Development: Design, develop, and deploy advanced statistical and machine learning models (e.g., regression, classification, clustering, time series forecasting) to solve complex retail problems including customer segmentation, promotion optimization, and demand forecasting.
  • Drive Scalable Data Solutions: Architect and implement scalable data pipelines and model workflows using Python, SQL, and cloud platforms (e.g., Google Cloud Platform, Snowflake) to support continuous data integration and model retraining across large-scale retail datasets.
  • Develop Visual Analytics Tools: Build dynamic dashboards and self-service analytics solutions using Tableau, Looker, or similar platforms to monitor key business metrics, track model performance, and deliver actionable insights to cross-functional partners.
  • Partner with Business & Technical Stakeholders: Collaborate with product, merchandising, marketing, and technology teams to translate ambiguous business questions into structured analytics problems and deliver insights that drive strategic decisions and operational improvements.
  • Mentor and Lead Data Science Best Practices: Guide data scientists and analysts by promoting code quality, model validation, reproducibility, and responsible AI practices including performance monitoring, bias mitigation, and stakeholder education.

Required Qualifications and Skills:

  • 5+ years as a Data Scientist with subject matter expertise in retail, with experience in areas including customer segmentation, performance forecasting, and business optimization. 
  • Business Acumen: Ability to translate complex analytical insights into actionable strategies; proven track record of partnering with cross-functional teams such as Merchandising, Operations, Finance, and Marketing to drive revenue outcomes.
  • Retail Expertise: Proven experience developing and optimizing retail strategies through advanced analytics, including customer segmentation, demand forecasting, promotional analysis, and performance measurement across both brick-and-mortar channels and ecommerce channels.
  • Data Visualization & Dashboarding: Proficient in developing intuitive, impactful dashboards and visual analytics using tools (e.g., Tableau) to enable self-service insights, monitor key retail metrics, and support data-driven decision-making across stakeholders.
  • Advanced Statistical Modeling: Deep knowledge of predictive modeling techniques such as regression, time series forecasting (e.g., ARIMA, Prophet), causal inference, and machine learning methods (e.g., XGBoost, LightGBM).
  • Experimental Design: Proficiency in designing and analyzing experiments, including A/B testing, geo-lift studies, and other causal frameworks to measure the impact of retail changes.
  • Python Proficiency: Expert-level skills in Python, with demonstrated ability to build scalable, production-ready pricing and forecasting models using libraries such as pandas, scikit-learn, statsmodels, and PyMC.
  • SQL Expertise: Expert-level skills in SQL for querying and manipulating large-scale retail and transactional datasets, with experience building automated data pipelines.
  • Big Data & Cloud Proficiency: Hands-on experience working with large-scale data environments using platforms such as Google Cloud Platform (GCP), Snowflake, BigQuery, and Spark to ingest, process, and analyze complex retail datasets efficiently and at scale.

Education:

  • Bachelor’s degree in Mathematics, Economics, Data Science, Computer Science, Operations Research, or a related field of study, and/or equivalent work experience.

Preferred Education:

  • Master of Science or PhD

Additional Information:

This role is located in Orlando, FL

Benefits and Perks: Disney offers a rewards package to help you live your best life. This includes health and savings benefits, educational opportunities, and special extras that only Disney can provide. Learn more about our benefits and perks at https://jobs.disneycareers.com/benefits

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Disney Experiences について:

Disney Experiencesは、テーマパーク、リゾート、クルーズ船、ユニークなバケーション体験、製品などを通じて、ディズニーのストーリーとフランチャイズの魔法を世界中に届けています。ディズニーは、米国、欧州、アジアの6つのリゾート、トップレーティングのクルーズライン、人気のバケーションオーナーシッププログラム、受賞歴のあるガイド付きファミリーアドベンチャービジネスを有し、旅行業界でひときわ輝いています。さらに、ディズニーのグローバルコンシューマー製品事業には、世界をリードするライセンスビジネス、世界最大の子ども向け出版ブランド、あらゆるプラットフォームのゲームにおける世界有数のライセンシング、世界中のロケーションおよびオンラインのディズニーストアがあります。

The Walt Disney Company について:

The Walt Disney Companyは、その子会社・関連会社とともに、多様性あふれる国際企業として、Disney Entertainment、ESPN、Disney Experiencesの3事業を柱に、ファミリー向けエンターテインメントとメディアの世界をけん引しています。1920年代に小さなアニメ・スタジオとしてスタートしたDisneyは、今日のエンターテインメント業界において卓越した存在となりました。ディズニーは今後も、子供から大人まで、ご家族のだれもが楽しめる一流の物語や体験を生み出し続けます。Disneyのストーリーやキャラクター、体験は、世界中のあらゆる場所の消費者やお客様に届けられています。当社は40カ国以上で、従業員とキャストメンバーが一丸となり、世界的にも地域的にも歓迎されるエンターテインメント体験を創出しています。

このポジションは Disney Global Product Dev & Creative という事業部門の一つである Disney Experiencesでのお仕事です。

Disney Global Product Dev & Creative は機会均等雇用主です。応募者は、人種、宗教、肌の色、性別、性的指向、ジェンダー、性自認、性表現、国籍、家柄、年齢、配偶者の有無、軍役経験の有無やその地位、健康状態、遺伝情報や障がい、または連邦法や州法、地方法で禁止されているその他の法的根拠に関係なく、雇用の検討対象となります。Disneyは、すべての人々のアイデアと決断が、成長、革新、最高のストーリーの創造に役立ち、絶えず進化する世界において、価値ある存在になれるよう支援するビジネス環境を支持します。

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