Principal Machine Learning Engineer
工作概要:
Principal Machine Learning Engineer
Disney Entertainment and ESPN Product & Technology
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 Platform Machine Learning
Ad Platform builds Disney’s industry-leading advertising technology, supporting sports, news, and entertainment content across all major media platforms. Our systems handle high-scale, high-throughput, revenue-critical workloads.
Our mission is to advance machine learning capabilities across Ad Platform by delivering scalable, high impact ML and data science solutions that enhance various aspects of ad serving. 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!
As our team's Principal Software Engineer, you will apply your battle-tested experience, deep technical knowledge of software and systems including Machine Learning technologies, and leadership skills to unblock and guide our ML, research and functional teams to create scalable, performant, maintainable, and testable models and pipelines.
This is a hands-on technical leadership position, ideal for leaders who enjoy staying close to architecture, design, and machine learning models—while building strong engineering organizations. You’ll guide teams to design and build scalable, performant, maintainable, and testable models and pipelines in various domains using industry best practices which are aligned in close collaboration with the ML team in the US highlighting cross-functional collaboration. You’ll work with product teams to translate requirements into well-defined technical implementations, as well as define technical and operational metrics to measure system health.
What You’ll Do
Apply state of the art ML to the Innovation and Creative Platforms for Ad Experiences
Leverage novel backend and/or ML 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 on-call activities on a rotational basis
What makes this role unique
Global impact from India: You’ll be part of Disney India innovation hub and work with talented builders creating impact on customers across geography. You will lead platforms that power global products like Disney+, Hulu, ESPN, and ABC—used by millions of people worldwide.
Strong ownership: Disney India is a core engineering hub. Ad Platform leaders have complete ownership and autonomy of architecture, delivery, and people development.
Leadership Development: Build and mentor senior engineers and managers, shaping the future of Disney’s engineering leadership in India.
Work-Life Harmony: Disney India values work-life harmony. We provide flexibility as part of work culture, including flexible workdays and hours.
Basic Qualifications
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 the advertising, digital video advertising, or digital marketing domain
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.
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
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 (India) Private Limited,其所屬的業務部門是 Disney Entertainment and ESPN Product & Technology。
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