Senior Machine Learning Engineer, Ads Research
工作概要:
Disney Entertainment & ESPN Technology
On any given day at Disney Entertainment & ESPN Technology, we’re reimagining ways to create magical viewing experiences for the world’s most beloved stories while also transforming Disney’s media business for the future. Whether that’s evolving our streaming and digital products in new and immersive ways, powering worldwide advertising and distribution to maximize flexibility and efficiency, or delivering Disney’s unmatched entertainment and sports content, every day is a moment to make a difference to partners and to hundreds of millions of people around the world.
A few reasons why we think you’d love working for Disney Entertainment & ESPN Technology
Building the future of Disney’s media business: DE&E Technologists are designing and building the infrastructure that will power Disney’s media, advertising, and distribution businesses for years to come.
Reach & Scale: The products and platforms this group builds and operates delight millions of consumers every minute of every day – from Disney+ and Hulu, to ABC News and Entertainment, to ESPN and ESPN+, and much more.
Innovation: We develop and execute groundbreaking products and techniques that shape industry norms and enhance how audiences experience sports, entertainment & news.
Ad Platforms organization within Disney Entertainment and ESPN Technology is fully responsible for building, enhancing and maintaining the high-performance, distributed, microservice-based Advertising Platform across all of Disney online properties, including Hulu and ESPN+. We build and maintain proprietary technology, ranging from ad serving and ad delivery, campaign management, reporting as well as all the integrations internal and external that come with evolving and maintaining a best-in-class video advertising business.
Our 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 Lead Machine Learning Engineer to join this innovative team. This role offers a unique leadership opportunity for an experienced ML engineer who thrives at the intersection of technical excellence, strategic impact, and cross-functional collaboration.
WHAT YOU’LL DO
- Drive innovation and apply state of the art AI and machine learning across advertising domains, including inventory forecasting, ad experience, ad pacing, pricing, targeting, and efficient ad delivery.
- Invent and iterate on novel solutions to complex advertising challenges with rapid prototyping and deployment cycles.
- Design, build, and scale robust ML systems that power core ad platform capabilities
- Champion engineering excellence through best practices in code quality, system design, and operational reliability.
- Mentor and support junior engineers, fostering a culture of continuous learning and technical growth.
WHAT TO BRING
Bachelor's in computer science or equivalent experience
- Minimum 5 years of hands-on experience developing and deploying large-scale machine learning systems.
- Strong knowledge of AI/ML technologies, mathematics and statistics.
- Excellent communication, collaboration skills, and a strong teamwork ethic with both technical and non-technical audiences
- Strong foundations in algorithms, data structures, and numerical optimization with experience in programming languages such as Python (primary), Java and SQL
- Familiarity with tools and frameworks such as TensorFlow, Pytorch, Hugging libraries etc
- Proven proficiency in deep learning methodologies, including recurrent and sequence-based models.
- Hands-on experience with transformer architectures (e.g., BERT, GPT, ViT) for natural language and vision tasks.
- Strong understanding of multimodal embedding techniques for integrating text, image, audio, and structured data.
- Experience with LLM models such as GPT models, Claude, Gemini, Llama, etc.
- Strong grasp of LLM evaluation methodologies, experience with RAG architectures.
- A proven track record of thriving in a fast-paced, data-driven, and collaborative work environment is required.
NICE-TO-HAVES
- Experience in digital video advertising or digital marketing domain.
- Experience with forecasting models
- MS or PhD(preferred) in computer science or equivalent experience.
Location: Seattle / Santa Monica
#DISNEYTECH
The hiring range for this position in Los Angeles, CA area is $141,900 to $190,300 per year and in Seattle, WA is $148,700 - $199,400 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.
關於Disney Entertainment and ESPN Product & Technology:
在Disney Entertainment and ESPN Product & Technology,我們結合想像力與創新,以重新想像人們體驗和參與世上最受歡迎故事和產品的方式。我們的工作內容廣泛,且精深細密。我們創造令人驚豔的體驗、改變媒體的未來,並打造產品和平台,讓世界各地的人們都能與自己喜愛的故事和體育活動緊密相連。
Disney結合世界級技術與獨特創意,因而與眾不同。這是我們過去、現在和未來的核心。我們是故事敍述者和創新者。創作者和創建者。表演者和工程師。
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 Technology LLC,其所屬的業務部門是 Disney Entertainment and ESPN Product & Technology。
Disney Streaming Technology 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.
遇到技術問題?查看常見問題以尋求協助。
招聘流程
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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
- Senior Software Engineer - AI Core Engineering Disney Entertainment and ESPN Product & Technology 10140845 格倫代爾, 加利福尼亚州 / 旧金山, 加利福尼亚州 / 西雅圖, 华盛顿州 申請
- Sr Product Mgr Disney Entertainment and ESPN Product & Technology 10140849 纽约, 纽约州 / 圣莫尼卡, 加利福尼亚州 申請
- Vice President, Product Lifecycle Disney Entertainment and ESPN Product & Technology 10140842 圣莫尼卡, 加利福尼亚州 / 纽约, 纽约州 申請
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