Data Scientist II, Subscriber and Commerce Data Science

工作 ID 10127190 地點圣莫尼卡, 加利福尼亚州, 美國 / 格倫代爾, 加利福尼亚州, 美國 / 旧金山, 加利福尼亚州, 美國 / 纽约, 纽约州, 美國 有意工作的公司 Disney Direct to Consumer 日期已公佈 Aug. 07, 2025

申請

工作概要:

The Subscriber & Commerce Data Science team at Disney Streaming builds Machine learning models to optimize payment processes, detect and prevent fraud, and forecast customer lifetime value across our streaming platforms, including Disney+, Hulu and ESPN+. We play a key role in growing the business by increasing payment success, reducing fraud, improving retention, and enabling value measurement through user-level lifetime value (LTV) modeling.

We're hiring a Data Scientist to help design, build and deploy machine learning solutions that solve key business challenges. In this role, you’ll work closely with Product, Engineering, Analytics and Finance to deliver models that enhance the customer experience and drive measurable business impact.

Responsibilities

Machine Learning & Modeling

Develop, optimize, and maintain models for payment optimization, fraud detection, and LTV prediction.

Build robust end-to-end ML workflows, including data collection, feature engineering, model development, and evaluation.

Experimentation & Deployment

Collaborate with Product and Engineering to deploy models into production environments and monitor performance.

Design and analyze A/B tests and other experiments to assess model impact.

Implement batch and real-time inference pipelines for fraud detection and payment optimization use cases.

Insights & Strategy

Analyze subscriber behavior, payment flows, and fraud patterns to generate actionable insights.

Translate complex data into clear, data-driven recommendations to improve business outcomes.

Cross-functional Collaboration

Partner with stakeholders to translate business needs into machine learning problems.

Collaborate with Engineering to improve data pipelines, experimentation frameworks, and model monitoring.

Communicate insights effectively to technical and non-technical stakeholders.

Basic Qualifications

Bachelor’s degree in Data Science, Computer Science, Statistics, Mathematics, or a related field.

3+ years of experience developing and deploying machine learning models in production.

Proficiency in SQL, Python (e.g. Pandas, NumPy, Scikit-learn, LightGBM); experience with distributed computing tools such as Spark or PySpark.

Preferred Qualifications

M.S. or Ph.D. in a quantitative discipline

Deep expertise in statistical modeling and machine learning, including Bayesian methods.

Familiarity with tools like Databricks, Snowflake, Airflow, GitHub.

Experience designing and analyzing A/B tests and other experiments.

Experience with data visualization and exploration tools such as Tableau, Looker

Ability to choose and justify appropriate modeling and statistical techniques for varied problems.

Comfortable working in fast-paced environments with evolving priorities.

Excellent communication skills with both technical and non-technical audiences.

#DISNEYANALYTICS

#DISNEYTECH

The hiring range for this position in New York, NY is $145,500 to $195,000 per year. Santa Monica, CA and Glendale, CA is $138,900 to $186,200 per year, San Francisco, CA is $152,100 to $203,900 per year. The base pay actually offered will take into account internal equity and also may vary depending on the candidate’s geographic region, job-related knowledge, skills, and experience among other factors. A bonus and/or long-term incentive units may be provided as part of the compensation package, in addition to the full range of medical, financial, and/or other benefits, dependent on the level and position offered.

申請

關於Disney Direct to Consumer:

Disney 的直接消費者團隊負責監督 Disney Entertainment 中的 Hulu 和 Disney+ 串流業務，協助將 The Walt Disney Company 一流的故事講述給世界各地的粉絲和家庭。

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 Streaming Services LLC，其所屬的業務部門是 Disney Direct to Consumer。

Disney Streaming Services LLC 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 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.

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