Sr Machine Learning Engineer

工作 ID 10112778 地點西雅圖, 华盛顿州, 美國 / 圣莫尼卡, 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 Feb. 12, 2025

申請

工作概要:

About Direct To Consumer

Disney’s Direct to Consumer group seeks a talented and creative data engineer/scientist. In order to build and deploy Data Science models at the scale and velocity required for Personalization, Forecasting, Marketing, Content/User Segmentation, and other services at the user and session level at various timescales, our Data Scientists work with ML Engineers to build data ingestion pipelines and robust prediction modeling infrastructure. This is a high impact role where your work informs decisions affecting millions of consumers, with a direct tie to The Walt Disney Company’s revenue. It spans a broad range of subject areas, including analyzing fan engagement and marketing, personalization, predicting future consumer behavior, and optimizing content. We are a tight data-driven team with big goals seeking people who solve the toughest challenges at scale, using and building distributed systems in a fast-paced collaborative team environment.

In this position, you will:

Work together with data scientists to build and deploy models
Leverage your in-depth knowledge of data science models to optimize them
Develop the infrastructure required to build machine learning models at scale
Build products/algorithms that will be used by millions of D+, E+ and Hulu subscribers
Build and maintain self-service tools for Data Science
Present your research and insights clearly and concisely to all levels of the company
Collaborate across the org including Science, Engineering, Product and Operations

Basic Qualifications

5+ years experience driving business impact with data engineering
Degree in Computer Science, Mathematics, or related field
Expertise with common languages Python, SQL and a proven ability to learn new programming languages
Expertise with Spark, Snowflake and related big data tools
Experience deploying and optimizing machine learning flows, models, and frameworks (Scikit-Learn, Pytorch, Keras, OpenAI etc.) in AWS platforms at scale
Experience working with data subject to privacy, governance and legal policies

Preferred Qualifications

8+ years experience driving business impact with data engineering
Experience with Scala, Java, Apache, Kafka, Hadoop, Redis or SQS
Proficiency with Databricks and Snowflake in complex AWS environments
Proficiency with DevOps and CI/CD using tech like Docker, Kubernetes, Jenkins and Github actions
Exerience with Agile environment
Experience with data science feature marts
Understanding of recent developments in LLMs, vector embeddings, and transformers
Strong data anaysis and visualizations skills to convey information and results clearly
Experience applying math and statistical methods to data, including probabilistic thinking and programming
Exceptional interpersonal and communication skills.
Impactful presentation skills in front of a large and diverse audience.

Additional Information

#DISNEYTECH

The hiring range for this position in Santa Monica, CA is $138,900 to $186,200 per year. The hiring range in Seattle, WA and New York City, NY is $145,400 - $195,000, and the range in San Francisco, CA is $152,100 - 203,900. 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 Hulu, LLC，其所屬的業務部門是 Disney Direct to Consumer。

Hulu, 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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