Senior Manager, Decision Science
工作概要:
The Decision Science Transformation team focuses on creating innovative mathematical models to inform business decision-making through data. The team is interested in all fields related to data science, with emphasis on statistics, operations research, econometrics, and machine learning.
The Decision Science Transformation team resides within the Disney Decision Science + Integration (DDSI) organization, which provides internal consulting services for clients across The Walt Disney Company. The DDSI team sits at the intersection of business strategy, advanced analytics, and technology integration to help our partners explore opportunities for analytics, shape business decisions, and drive value. Our work includes conceptualizing new solutions, solution design and development, implementation and integration with business processes, and ongoing business support.
The Senior Manager, Decision Science Transformation will lead a highly skilled team of experts across technical domains to conceptualize, design, and develop new data and decision science capabilities. This role will also involve creating and implementing an analytics-training strategy for the Company as part of broader efforts in the analytics community of practice.
What You'll Do:
- Manage direct reports, which may include managers as well as professional staff specializing in different technical disciplines. May also manage the work of further professional staff in a matrixed organization.
- Lead a portfolio of complex projects and initiatives, including responsibility for scope negotiation and work estimation, resource allocation, development and teaching of necessary skills, adaptation of plans to meet operational challenges, and representation of the team with senior leaders and partners (e.g., product teams, client teams, and vendors).
- Lead a team of researchers in conducting R&D on emerging science, technology, and tools to drive innovation and enhance decision-making capabilities.
- Oversee the creation and enhancement of analytics platform projects, including the development of advanced science models like natural language processing, causal inference, simulation, and data engineering capabilities.
- Develop and implement a training strategy for the Company on analytical topics like data visualization, probability and uncertainty, optimization, coding for automation, and machine learning by collaborating with internal partners in a community of practice.
- Lead a team of technical employees to develop analytical training for employees across a wide range of business functions. Specifically, this role will be responsible for all aspects of training including the development, delivery, certification exams, and course assessments.
Basic Qualifications & Skills:
- 10 or more years of related/relevant experience in decision science, data science, or a related field with a Bachelor's degree or 8 or more years of related/relevant experience in decision science, data science, or a related field with a Master' degree.
- Proven ability to manage and lead teams, including direct reports and matrixed professional staff.
- Ability to understand and support multiple large business domains, with demonstrated experience leading complex projects and initiatives, including scope negotiation, work estimation, and resource allocation.
- Experience managing client relationships and expectations.
- Competence in multiple analytical domains from statistics, optimization, machine learning, and/or econometrics. Distinction in breadth of knowledge enabling responsibility for large, complex, or varied output.
- Proficiency in mathematical computing with at least one programming language (e.g., Python, R, Java), and the ability to independently learn new technical methods and tools.
- Experience in conducting R&D on emerging science, technology, and tools to drive innovation.
- Proven track record in developing and enhancing analytics platforms, including advanced science models like natural language processing, causal inference, forecasting, optimization, and simulation.
- Passion for educating others in technical domains, with experience in creating and delivering training courses on analytical topics.
- Excellent collaboration skills with the ability to work with internal partners through a community of practice to expand analytical training and other offerings to new departments and domains.
- Strong communication skills, both written and spoken, with the ability to represent the team with senior leaders and partners.
- Excellent written and spoken English.
How to Stand Out:
- Proven knowledge of revenue management context, including demand forecasting, resource allocation, and pricing.
- Knowledge of decision theory and related areas such as decision analysis, multiple criteria decision making, and risk analysis, including expert elicitation methods.
- Familiarity with software development tools such as GitLab/GitHub, Docker, and cloud computing tools such as AWS.
- Experience developing and teaching course content in multiple analytical disciplines to business professionals and executives.
- Experience developing holistic training curricula for business professionals.
- Experience leading a team of content developers to develop training materials on technical topics.
- Experience using technology to enhance the learning experience of course participants.
Required Education:
- Master's or Ph.D. in a technical discipline (Statistics, Operations Research, Industrial Engineering, Mathematics, Machine Learning, Econometrics, or related field) or equivalent experience.
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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