Principal Machine Learning Engineer
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.
One of the goals for the Ad Platforms is to transform advertising and Disney's Ad platform with AI and data science. We build solutions to measure and optimize every aspect of the advertising life cycle. Our tenant is a strong cross-domain team to deliver E2E solutions for machine learning and data science.
Our team is seeking a principal machine learning engineer who will be an outstanding addition and leading development for prediction or optimization engines for addressable ad platforms. The right person for this role should be experienced in crafting implementation for either machine learning technologies or data-driven algorithms. If you are someone who is proactive, inquisitive, and innovative in these domains, this is a phenomenal role for you!
Job Summary:
As our team's Principal Machine Learning Engineer, you will apply your battle-tested experience, deep technical knowledge of software and systems including Machine Learning and AI technologies, and leadership skills to unblock and guide our ML , Research and functional teams to create scalable, performant, maintainable, and testable models and pipelines.
Responsibilities and Duties of the Role:
- Apply state of the art AI/ML to the Innovation and Creative Platforms for Ad Experiences.
- Leverage novel backend and/or ML/AI solutions for complex ad serving challenges with fast turnaround.
- Drive design and implementation of LLM and GenAI related applications ensuring scalable and efficient approaches for large scale data analysis and model development.
- Provide Prompt Engineering support to different functional team
- Identify and experiment models from training, testing, production rollout to continuous optimization. Lead the ad algorithm architecture design and iterations for models
- Collaborate with engineering teams, product managers, and program managers in an open and creative environment to design, implement and productionalize solutions.
- Mentor team members and support their technical growth.
- Leverage observability tools to provide visibility into performance of AI/ML and other backend solutions
- Support oncall activities on a rotational basis
Required Education, Experience/Skills/Training:
- Bachelor's degree in computer science or equivalent experience
- At least 10 years of working experience on large scale machine learning
- Strong knowledge of and experience implementing AI/ML technologies and applying mathematical and statistical concepts.
- Proficient in Java, Python, Scala, large scale ML/DL platforms and processing tech stack.
- Ability to collaborate with and lead projects across cross-functional teams such as Product Management, Architecture, and other Engineering teams
- Passionate about understanding the ad business, applying advanced research to relevant business scenarios, and seeking innovation opportunities to enhance business effectiveness.
- Passionate about technology, open to interdisciplinary collaborations, and experienced in building data-driven services and applications.
- A proven track record of thriving in a fast-paced, data-driven, and collaborative work environment is required.
Preferred Qualifications:
- Experience in large scale machine learning using tools such as scikit-learn, Spark MLLib, pytorch
- Experience with LLM-based application development, using LLM-as-a-service providers such as AWS Bedrock, Azure Cognitive Services, or Google's Vertex AI
- Experience using frameworks such as LangGraph, Crew AI, and strands sdk for developing agents
- Experience with vector databases and retrieval-augmented generation
- Experience with best practices in agentic development such as LLM guardrails, tool calling, and consistent APIs such as MCP and A2A
- Experience with designing and implementing agentic architectures in multiple modalities such as text, image, video, and audio.
- Experience in the advertising, digital video advertising, or digital marketing domain
Required Education:
- Bachelor's degree in computer science, Information Systems or related equivalent experience.
Preferred Education:
- Master’s degree or PhD in computer science, Information Systems or related equivalent experience.
#TECHATDISNEY
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。
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