Associate Machine Learning Engineer
工作概要:
Department Description:
At Disney, we’re storytellers. We make the impossible, possible. The Walt Disney Company (TWDC) is a world-class entertainment and technological leader. Walt’s passion was to continuously envision new ways to move audiences around the world—a passion that remains our touchstone in an enterprise that stretches from theme parks, resorts and a cruise line to sports, news, movies and a variety of other businesses. Uniting each endeavor is a commitment to creating and delivering unforgettable experiences — and we’re constantly looking for new ways to enhance these exciting experiences.
The Enterprise Technology mission is to deliver technology solutions that align to business strategies while enabling enterprise efficiency and promoting cross-company collaborative innovation. Our group drives competitive advantage by enhancing our consumer experiences, enabling business growth, and advancing operational excellence.
Team Description:
The AI Engineering team builds ML solutions that enable creativity, personalization, and operational excellence across the company. You’ll be part of a team that values innovation, agility, and impact—where your work directly contributes to the future of entertainment.
What You’ll Do:
Implement, test, and deploy machine learning solutions, including generative models (e.g., GANs, LLMs) and intelligent agents.
Assist in the creation and ongoing maintenance of agents using agentic frameworks (e.g. LangChain, ADK, Strands) for conversational and task automation applications.
Fine-tune and evaluate large language models (LLMs) and dialog/conversational systems.
Prepare and clean datasets for AI/ML analysis, including natural language processing (NLP) using synthetic data generation.
Collaborate across product, engineering, and data science teams to collect requirements and deliver innovative agentic and generative AI projects.
Conduct research, experimentation, and evaluation of new generative AI models and agent framework capabilities.
Monitor, troubleshoot, and continuously improve deployed agents for performance, reliability, and safety.
Document workflows, models, and agent architectures to ensure reproducibility and transparency.
Stay current on advances in generative AI, LLMs, and agent framework technology.
Required Qualifications & Skills:
Programming experience in Python and standard ML libraries (scikit-learn, TensorFlow, PyTorch).
Understanding of fundamental machine learning concepts, generative models, NLP, and LLMs.
Knowledge of or hands-on experience with agentic frameworks such as LangChain, ADK (Agent Development Kit), Strands, or similar.
Familiarity with agent design patterns, prompt engineering, model fine-tuning, and orchestration tools.
Experience with data analysis and preprocessing libraries (pandas, NumPy).
Familiarity with version control systems (e.g., Git).
Strong communication, collaboration, and documentation skills.
Eagerness to learn and grow in dynamic settings.
Preferred Qualifications:
Internship or project experience with generative AI, LLMs, and agent development.
Exposure to deploying agent-based systems on cloud platforms (AWS, GCP, Azure).
Experience with data visualization tools (matplotlib, Tableau).
Understanding of software engineering principles and best practices.
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 Seattle, WA $102,100.00-$136,900.00. 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The Walt Disney Company (Corporate):
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 Worldwide Services, Inc.,其所屬的業務部門是 The Walt Disney Company (Corporate)。
Disney Worldwide Services, Inc. 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。
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相關工作
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