Principal Generative AI Platform Architect

工作 ID 10098928 地點奧蘭多, 佛罗里达州, 美國 / 格倫代爾, 加利福尼亚州, 美國 / 西雅圖, 华盛顿州, 美國 / 安那罕, 加利福尼亚州, 美國 有意工作的公司 Disney Experiences 日期已公佈 Sep. 03, 2024

申請

工作概要:

About the Role & Team

“We Power the Magic!” That’s our motto at Disney Experiences (DX) Tech & Digital. Our team creates world-class immersive digital experiences for the Company’s premier vacation brands. We deliver experiences to consumers through Disney’s Parks & Resorts worldwide, Disney Cruise Lines, and Disney Vacation Club. We are responsible for the end-to-end digital and physical Guest experience for all technology & digitally led initiatives across the Attractions & Entertainment, Food & Beverage, Resorts & Transportation, and Merchandise lines of business, as well as other innovative initiatives such as Hey, Disney!

This role is part of the Artificial Intelligence (AI) Center of Excellence within DX Tech & Digital. As the Principal AI Platform Architect, you will report directly to Sr. Manager, Technology and have a dotted line into the Director of AI Solutions & Development. This dynamic position places you at the forefront of technological innovation, driving transformative AI solutions that enhance guest experiences and operational efficiencies.

You will be positioned as an expert in Generative AI across the team, leading innovative solutions for complex problems with significant impact. This role involves direct collaboration with multi-disciplinary senior leaders across the segment, working on high-profile strategic projects that shape the future of Disney's digital landscape.

You'll be part of a vibrant and collaborative team that thrives on creativity, innovation, and the magic of technology. Join us to be at the heart of crafting experiences that delight millions of guests worldwide, blending the art of storytelling with the latest advancements in AI.

What You Will Do

Lead the end-to-end ownership of the Generative AI Platform, driving the architectural vision and ensuring its scalability, robustness, and flexibility to support the full lifecycle of Generative AI solutions.
Exercise full autonomy in designing and defining the platform's architecture, creating comprehensive blueprints, and setting the technical direction in collaboration with multiple teams.
Strategically influence the selection and integration of technologies, frameworks, and tools, ensuring the platform remains innovative, secure, and cost-effective amidst the rapidly evolving AI landscape.
Lead the development and implementation of critical platform components, including data pipelines, model training and serving infrastructure, API gateways, and monitoring systems, with a focus on innovation and efficiency.
Establish and implement best practices and standards for platform development, ensuring compliance with industry regulations and ethical AI guidelines.
Mentor and lead a team of developers and engineers, fostering an environment of continuous learning, innovation, and excellence in Generative AI.
Stay at the forefront of advancements in Generative AI and related technologies, proactively incorporating relevant innovations into the platform's design and strategy.
Continuously evaluate emerging AI trends, ensuring the enterprise architecture adapts and evolves, maintaining a future-ready state.
Lead and co-innovate with internal and external partners, including industry leaders, to align the platform with responsible AI practices and business goals.
Partner with the product team to prioritize and define platform features, balancing technical feasibility with business needs and user feedback.
Ensure platform scalability and security, implementing measures to handle large-scale data processing and robust model serving.
Oversee the deployment and management of the platform in cloud environments, optimizing for cost-effectiveness, reliability, and performance.
Drive the continuous improvement of platform capabilities, using new developments and innovations to maintain a leading edge in the AI domain.
Communicate complex technical concepts effectively, influencing and persuading team members across the organization to adopt the vision and strategy.

Required Qualifications & Skills

Minimum of 10 years of experience designing and architecting large-scale, distributed systems
Minimum of 3 years designing and deploying in AI/ML/ NLP/Deep Learning solutions.
Recognized as an industry expert in AI, with a consistent record of leading the architecture of multiple LLM and Generative AI solutions.
Expertise in LLM ecosystems, including platforms like Azure OpenAI, Google Vertex, and AWS Bedrock, and mastery of relevant tech stacks.
Proficient in cloud platforms (AWS, Azure, GCP) with experience in deploying and leading complex AI/ML workloads.
Great foundation in agile methodologies and DevOps practices, particularly in the context of AI/ML.
Implemented Production applications using Retrieval-augmented generation(RAG) concepts and managed large Knowledge Bases (KBs) with embeddings, chunking and other optimization techniques within VectorDBs.
Expert programming skills in languages such as Python, Java, or C++, and working knowledge of deep learning frameworks such as TensorFlow, PyTorch, or Hugging Face.
In-depth knowledge of MLOps, including model versioning, training pipelines, and deployment strategies.
Experience in collaborating with data engineers, implementing advanced AI, ML, and NLP techniques using industry-standard frameworks.
Deep familiarity with vector databases and data processing techniques for LLMs, including model chunking.
Hands-on experience with LLM application frameworks, such as Langchain.
Proven expertise in CI/CD pipeline management within the Generative AI space, including LLMOps.
Comprehensive understanding of machine learning and NLP algorithms, with hands-on experience in frameworks like Scikit-Learn, TensorFlow, and PyTorch.
Strong knowledge of generative AI techniques, including deep generative models, auto regressive models, and reinforcement learning for generative tasks.
Exceptional problem-solving skills and the ability to design scalable, efficient solutions for complex challenges.
Outstanding communication and leadership abilities, capable of influencing multi-functional teams and senior partners.
Strategic thinker with a passion for staying ahead in Generative AI research, applying state-of-the-art techniques to solve real-world problems.

Required Education

Bachelor’s degree in computer science, Information Systems, Software, Electrical or Electronics Engineering, or comparable field of study and/or equivalent work experience

#DISNEYTECH

The hiring range for this position in Glendale/Anaheim, CA is $180,700 to $242,300 per year and in Seattle, WA is $189,300 – 253,800 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 Experiences:

Disney Experiences 透過世界各地的主題公園、度假村、郵輪、獨特的度假體驗、產品等，將迪士尼故事和特許經營權的魔力帶入生活。迪士尼在旅遊業中大放異彩，在美國、歐洲和亞洲擁有六大度假勝地；一流的郵輪航線；廣受歡迎的度假擁有權計劃；以及屢獲殊榮的家庭探險導遊業務。此外，迪士尼的全球消費品業務還包括全球領先的授權業務、全球最大的兒童出版品牌、全球最大的跨平台遊戲授權商之一，以及遍佈全球和網絡的迪士尼商店。

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 Walt Disney Attractions Technology LLC，其所屬的業務部門是 Disney Experiences。

Walt Disney Attractions 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 及其聯營公司是推動平等就業機會的僱主，歡迎所有求職者，包括殘疾人士及殘疾退伍軍人。如你是殘疾人士，並需要合理便利安排以搜尋職位空缺或申請職位，請將要求發送至Candidate.Accommodations@Disney.com。本電郵地址不擬用於一般僱傭查詢或通訊。我們只會回應與網上申請系統殘疾人士無障礙功能相關的要求。

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