Decision Science Manager

工作 ID 10105159 地點布埃纳文图拉湖, 佛罗里达州, 美國 有意工作的公司 The Walt Disney Company (Corporate) 日期已公佈 Nov. 07, 2024

申請

工作概要:

The Disney Decision Science + Integration (DDSI) is a consulting team that supports clients across The Walt Disney Company, including Disney Experiences, Disney Cruise Line, Media Networks (i.e. ABC, ESPN), Studio Entertainment, Disney Theatrical Group (e.g., Broadway shows), and Disney Interactive Media. They provide support in with yield management, revenue planning, forecasting, pricing, and optimization. Key partners to the DDSI organization include Marketing, Finance, Business Development, Research, and Operations. We develop, analyze, and execute strategies to maximize profitability and improve the value proposition for our Guests, Cast Members, and Shareholders. The team leverages technology, data analytics, optimization, statistical and econometric modeling to explore opportunities, shape business decisions and drive business value.

The Decision Science team focuses on creating innovative analytical products to inform business decision making through data. The team is interested in all fields related to data science, with emphasis on operations research, machine learning, econometrics, and statistics.

This role sits in Lake Buena Vista, FL.

What You’ll Do

The Decision Science Manager will lead the research and development roadmap and execution for core scientific capabilities that support the decision science products within DDSI. This involves conceptualizing, designing, and developing new data and decision science capabilities, which could lead to reusable software services that have potential for broad use. In this position you will act as a thought partner and subject matter expert to develop and refine ideas, generate hypothesis, analyze data and apply advanced statistical and optimization models to formulate solutions. The Decision Science Manager focuses on leading complex projects or technical initiatives that materially enhance the team’s capabilities, assists and mentors team members, and takes a broad perspective to identify innovative solutions concerning system requirements and design.

Influences via conducting research and developing/prototyping/testing foundational decision science models for the core scientific disciplines that form the basis of DDSI decision science based products.
Understands a large, or multiple significant, lines of business (e.g., media, resorts, etc.) or business domains (e.g., sales, marketing, finance, pricing)
Applies knowledge of multiple technical disciplines and business domain to develop algorithms and evaluate output via tools such as Python, R, Tableau, Gurobi, AWS cloud tools
Innovates to address new or large problems, which may relate to system requirements and design
Brainstorms and collaboratively creates solutions for complex decision-science based products or product features.
Impacts the success of projects or technical initiatives, including through responsibility for design proposals; may also drive clear definition of detailed responsibilities relative to partner teams
Checks in with leader to confirm or seek feedback on approach, risks, and issues for projects or initiatives. Requires relatively little guidance in further development of technical knowledge and skills
Negotiates responsibilities or leads change within and across functional teams
Breadth to assume responsibility for output, based on multiple technical disciplines, or depth to introduce key technical innovations

Required Qualifications & Skills

7+ years of relevant/related experience
Competence in mathematical computing with at least one programming language (e.g. Python, R, Java), and the ability to learn technical methods and tools independently
Ability to understand and support multiple large business domains
Competence in multiple topics from statistics, optimization, machine learning, and/or econometrics. Distinction in breadth of knowledge enabling responsibility for large, complex, or varied output

Preferred Qualifications

Experience with writing research proposals and leading and executing R&D projects
Proven knowledge of revenue management context, including demand forecasting, resource allocation, and pricing
Proven knowledge of programming concepts like data structures, object-oriented programming and design patterns.
Familiarity with software development tools such as GitLab/GitHub, Docker, and cloud computing tools such as AWS

Required Education

Bachelor's degree in Advanced Mathematics, Statistics, Data Science or comparable field of study, and/or equivalent work experience

Preferred Education

Masters or Ph.D. in Machine Learning, Advanced Mathematics, Statistics, Data Science or comparable field of study, and/or equivalent work experience

申請

關於The Walt Disney Company (Corporate):

在 The Walt Disney Company (Corporate)，你會看到公司強大品牌背後各業務如何融會交流，建構出全球最創新、影響深遠和備受尊崇的娛樂公司。作為企業團隊的一份子，你將會與推動策略以讓The Walt Disney Company穩佔娛樂界頂尖地位的世界精英領袖一同工作。與其他具有創新精神的思想家惺惺相惜，同時讓這個世界上最偉大的故事敍述家為全球各地千百萬家庭締造回憶。

關於 The Walt Disney Company:

Walt Disney Company 連同其子公司和聯營公司，是領先的多元化國際家庭娛樂和媒體企業，其業務主要涉及三個範疇：Disney Entertainment、ESPN 及 Disney Experiences。Disney 在 1920 年代的起步之初，只是一間卡通工作室，至今已成為娛樂界的翹楚，並昂然堅守傳承，繼續為家庭中每位成員創造世界一流的故事與體驗。Disney 的故事、人物與體驗傳遍世界每個角落，深入人心。我們在 40 多個國家/地區營運業務，僱員及演藝人員攜手協力，創造全球和當地人們都珍愛的娛樂體驗。

這個職位隸屬於 Disney Worldwide Services, Inc.，其所屬的業務部門是 The Walt Disney Company (Corporate)。

Disney Worldwide Services, Inc. 是提供平等就業機會的僱主。求職者都會獲得聘僱考量的機會，不分種族、宗教、膚色、生理性別、性傾向、社會性別、性別認同、性別表達、原國籍、血統、年齡、婚姻狀態、軍人或退伍軍人身份、醫療狀況、遺傳資訊或殘疾狀況、或者聯邦、州級或地方法律所禁止的其他任何基本特徵。Disney 提倡讓所有人的想法和決策都有助我們發展、創新、創造最好故事的商業環境，並與瞬息萬變的世界息息相關。

就業申請的殘疾便利安排

The Walt Disney Company 及其聯營公司是推動平等就業機會的僱主，歡迎所有求職者，包括殘疾人士及殘疾退伍軍人。如你是殘疾人士，並需要合理便利安排以搜尋職位空缺或申請職位，請將要求發送至Candidate.Accommodations@Disney.com。本電郵地址不擬用於一般僱傭查詢或通訊。我們只會回應與網上申請系統殘疾人士無障礙功能相關的要求。

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