Senior Data Scientist
工作概要:
Job Requirements
Technology is at the heart of Disney’s past, present, and future. Disney Entertainment and ESPN Product & Technology is a global organization of engineers, product developers, designers, technologists, data scientists, and more – all working to build and advance the technological backbone for Disney’s media business globally.
The team marries technology with creativity to build world-class products, enhance storytelling, and drive velocity, innovation, and scalability for our businesses. We are Storytellers and Innovators. Creators and Builders. Entertainers and Engineers. We work with every part of The Walt Disney Company’s media portfolio to advance the technological foundation and consumer media touch points serving millions of people around the world.
Here are a few reasons why we think you’d love working here:
- Building the future of Disney’s media: Our Technologists are designing and building the products and platforms that will power our media, advertising, and distribution businesses for years to come.
- Reach, Scale & Impact: More than ever, Disney’s technology and products serve as a signature doorway for fans' connections with the company’s brands and stories. Disney+. Hulu. ESPN. ABC. ABC News…and many more. These products and brands – and the unmatched stories, storytellers, and events they carry – matter to millions of people globally.
- Innovation: We develop and implement groundbreaking products and techniques that shape industry norms, and solve complex and distinctive technical problems.
Ad Platforms is responsible for Disney’s industry-leading ad technology and products – driving advertising performance, innovation, and value in Disney’s sports, news, and entertainment content, across all media platforms.
The research/AI team is the dedicated AI/ML and data science arm of the Ad Platform organization. Its mission is to advance AI and machine learning capabilities across Ad Platform by delivering scalable, high impact AI/ML and data science solutions that enhance ad decisioning, forecasting, experimentation and ad experience. We are seeking a Senior Data Scientist to join this innovative team. This role is a great opportunity for a seasoned data science professional who thrives at the intersection of advanced analytics, machine learning, and business strategy. As a Senior Data Scientist, you will spearhead ML and data science initiatives that shape the future of advertising technology. You will be responsible for designing and executing ML and data science solutions that drive measurable impact across ad decisioning, forecasting, experimentation, and user experience optimization, as well leading evaluation and optimization of generative AI mixed media advertisement creation and enhancement technologies.
WHAT YOU’LL DO
- Drive innovation and apply data science and statistical analysis in a variety of areas to enhance every aspect of advertising serving, including inventory forecasting, ad experience, ad pacing, pricing, targeting, advertising creation and enhancement, and efficient ad delivery.
- Translate business questions into data science framework; develop data analysis and ML models for complex ad challenges with fast turnaround.
- Define and evaluate key metrics in various product areas.
- Partner closely with generative AI specialists to support the creation of datasets for generative AI modeling applications.
- Develop Standard Operating Procedures for human-driven evaluations or labeling.
- Deliver data insights and provide data-driven recommendations to cross-team stakeholders.
- Design and analyze A/B tests for machine learning algorithm iterations.
- Establish strong partnership with stakeholders, including product managers, engineers and program managers, in a collaborative environment.
WHAT TO BRING
- Bachelor’s degree in computer science, statistics or equivalent experience.
- 5+ years of relevant industry experience in data science at leading internet or technology companies. Experience in the advertising domain is a strong plus.
- Experience creating ML datasets and rigorous dataset labeling or evaluation processes for models.
- Strong interest to learn about generative mixed media, generative video, and diffusion-based technology.
- Solid knowledge of data science and statistics. Strong communication skills and business acumen.
- Proficient in SQL, Python, Java, or R. Familiar with Tableau, and/or other visualization tools.
- Experience designing and building machine learning models.
- Passionate about understanding the ad business, applying data science to relevant business scenarios, and seeking innovation opportunities to enhance business effectiveness.
- Interested in supporting rapid prototyping, generative AI, and creative technologies, including applications to advertisement creation and enhancement.
- Experienced building data-driven services and applications for production.
- A proven track record of thriving in a fast-paced, data-driven, and collaborative work environment is required.
NICE-TO-HAVES
- Masters or PhD degree.
- Experience in digital video advertising or digital marketing domain.
- Experience in production-grade development, rapid prototyping, or generative AI related. research using LLMs, generative imagery or video, or agentic flows. Otherwise a strong interest to learn.
- Experience with Airflow, data warehouse, Databricks or Sagemaker.
Disclaimer
PAY TRANSPARENCY
This position is with Disney Entertainment & Sports LLC, which is part of a business we call Disney Entertainment and ESPN Product & Technology.
To learn more about Disney's guidelines on the use of AI for candidates, click here.
is an equal opportunity employer. Applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status. Disney champions a business environment where ideas and decisions from all people help us grow, innovate, create the best stories and be relevant in a constantly evolving world.
DISABILITY ACCOMMODATION FOR EMPLOYMENT APPLICATIONS
The Walt Disney Company and its Affiliated Companies are Equal Employment Opportunity employers and welcome all job seekers including individuals with disabilities and veterans with disabilities. If you have a disability and believe you need a reasonable accommodation in order to search for a job opening or apply for a position, visit the Disney candidate disability accommodations FAQs. We will only respond to those requests that are related to the accessibility of the online application system due to a disability.
Having technical issues? View the FAQs for help.
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。
招聘流程
-
您的故事從哪裡開始?
探索 Disney 職位空缺和 The Life at Disney 網誌,了解華特迪士尼公司有待發掘的所有精彩機會。
-
迪士尼的故事裏,有你更精彩成就迪士尼故事
有許多不同品牌和業務可供探索。當您找到適合您的機會後,請填寫您的申請,進行下一步。
-
下一章
申請後,您將收到一封電子郵件,讓您可存取應徵者控制面板。建立您的登入資料,並確保經常檢視您的控制面板,以查看申請進度。
探索此地點 華盛頓州西雅圖
西雅圖坐落在西北太平洋地區,擁有繁榮的餐飲場所、不拘一格的社區和迷人的海岸環境,是一個充滿活力的城市。該市被東邊的華盛頓湖和西邊的普吉特海灣包圍,是水上康樂和觀光遊船的理想地點。
相關工作
- Lead Machine Learning Engineer Disney Entertainment and ESPN Product & Technology 10161706 西雅圖, 华盛顿州 / 圣莫尼卡, 加利福尼亚州 / 格倫代爾, 加利福尼亚州 申請
- Product Manager II - Data Observability Disney Entertainment and ESPN Product & Technology 10161337 圣莫尼卡, 加利福尼亚州 申請
- Product Designer II Disney Entertainment and ESPN Product & Technology 10161632 格倫代爾, 加利福尼亚州 / 布里斯托尔, 康乃狄克州 申請
我們的文化
相關內容
-
-
多元、公平與包容 文化與價值觀 員工故事 工作與創新 學生及應屆畢業生 Life at Disney: Hong Kong Disneyland Resort -
學生及應屆畢業生 工作機會 員工故事 A Dream to Perform Comes True for a Disney Intern at Hong Kong Disneyland -
工作機會 員工故事 學生及應屆畢業生 A Dream to Perform Comes True for a Disney Intern at Hong Kong Disneyland -
-
-
員工故事 學生及應屆畢業生 From Disney Internships to Beyond: Meet Three Hong Kong Disneyland Resort Cast Members Making an Impact -
員工故事 學生及應屆畢業生 Disney Internships Lead to Magical Friendships and Careers at Hong Kong Disneyland Resort -
-
-
事業發展 員工故事 Disney Cruise Line’s leadership team in The Bahamas on growth, building careers, and making magic -
-
-
事業發展 在迪士尼度假區烹飪出職業生涯的成長
登記收取職缺通知
即時收到最新的工作機會的資訊。
分享
連結會在新分頁中開啟。