Principal Software Engineer, AI Architecture - Ad Platforms

工作 ID 10108987 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 / 西雅圖, 华盛顿州, 美國 有意工作的公司 Disney Entertainment 日期已公佈 Mar. 27, 2025

申請

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.

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.

The Ad Platforms Team is responsible for building and operating the technology that supports Disney’s industry-leading, multi-billion dollar global advertising business. Working across all of Disney’s streaming brands and linear channels, this team’s scope is wide ranging - they impact everything from core infrastructure development that powers Disney’s proprietary ad server, to reimagining viewer-first ad experiences and formats. This team’s award-winning, in-house built technologies are the backbone of Disney’s ad business and a critical element of the Company’s streaming future.

Responsibilities and Duties of the Role:

Work in conjunction with business teams, data scientists, software engineers, and other relevant parties to comprehend business objectives and define technical requirements.
Architect Generative AI solutions using the latest techniques such as retrieval augmented generation, transformer architectures, etc. to accommodate large-scale and intricate Generative AI solutions.
Develop and implement applications using advanced Generative AI models such as OpenAI GPT 3.5 or 4.0, Anthropic Claude, Google Palm2, Amazon Nova, Meta Llama2 or Llama3.
Apply frameworks such as LangChain and Llama Index for efficient indexing, retrieval, and chaining of language models, enhancing the contextual understanding and response generation of applications.
Assess and choose suitable Generative AI technologies, tools, and frameworks to attain the required performance, precision, and scalability.
Oversee the fine-tuning and deployment of Large Language Models, ensuring compliance with top-tier practices in Generative AI and machine learning.
Construct and sustain Generative AI workflows, incorporating stages such as data cleansing, pre-processing, model training or fine-tuning, and feedback loop.
Evaluate Large Language Models and systems for optimal performance, scalability, and efficiency.
Conduct frequent code assessments and provide technical mentorship to less experienced team members.
Stay up to date on the latest trends and progress in Generative AI technologies, frameworks, and algorithms, and pinpoint opportunities for their use within the organization.
Cooperate with infrastructure teams to guarantee seamless deployment and monitoring of Large Language Models in operational environments.
Document Generative AI design choices and technical specifications for reference and knowledge dissemination.
Collaborate with research, infrastructure, and engineering teams to design a deep learning-based architecture. The platform leverages technologies including, but not limited to, TensorFlow, PyTorch, and XGBoost.

Required Education, Experience/Skills/Training:

Bachelor’s Degree in Computer Science, Engineering, Mathematics, or related field.
At least 7 years of experience in artificial intelligence, machine learning, or data science.
Experience in Generative AI architectures and frameworks such as retrieval augmented generation, vectorization and embeddings, and multi-agent Generative AI architecture solutions.
Must have experience working with at least one of the Large Language Models (e.g., Azure Open AI GPT 3.5/4.0, Google Palm2, AWS Nova).
Experience in designing and developing artificial intelligence solutions Ad industry using generate a video output on the spot using a generative AI text, audio, image, or video.
Experience in deploying and monitoring artificial intelligence solutions on cloud environments (AWS)
Excellent problem-solving and analytical skills, with the ability to break down complex problems into actionable components.
Strong communication and collaboration skills, with the ability to work effectively within cross-functional teams.
Strong knowledge of the latest advancements in Generative AI technologies, frameworks, and platforms.
Knowledge of ethical considerations and responsible Generative AI practices.
Strong communication and presentation skills, with the ability to explain complex artificial intelligence concepts and insights to technical and non-technical audiences.
Robust expertise with both deep learning models and traditional machine learning algorithms.
Hands-on experience on popular AI/ML platforms and tools like Tensorflow, Pytorch and Xgboost.

Preferred Qualifications:

Experience in designing and developing artificial intelligence solutions Ad industry using generate a video output on the spot using a generative AI text, audio, image, or video.
Experience in ads domain projects like CTR prediction, Contextual targeting, user segmentation model, inventory forecasting.

The hiring range for this position in Los Angeles, CA is $184,300 - $247,100 per year and in Seattle, WA is $193,100 - $258,900 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 Entertainment:

在 The Walt Disney Company (Corporate)，你會看到公司強大品牌背後各業務如何融會交流，建構出全球最創新、影響深遠和備受尊崇的娛樂公司。作為企業團隊的一份子，你將會與推動策略以讓The Walt Disney Company穩佔娛樂界頂尖地位的世界精英領袖一同工作。與其他具有創新精神的思想家惺惺相惜，同時讓這個世界上最偉大的故事敍述家為全球各地千百萬家庭締造回憶。

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。

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.

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