Sr Machine Learning Engineer
応募 後で応募 Job ID 10083345 勤務地－都市 Lake Buena Vista, フロリダ州, アメリカ合衆国 勤務地－国 Walt Disney World Resort 掲載日 2025/01/07仕事内容:
About the Role & Team
We create happiness.” That’s our motto at Walt Disney Parks and Resorts, and it permeates everything we do. At Disney, you’ll help encourage that magic by enabling our company to push the limits and build the never-before-seen! Are you ready to join this team and make an impact?
Disney Experiences (DX) is a world-class entertainment and technology leader. Walt’s passion was to innovate continuously and push the boundaries of what is possible, which remains central in our business today. 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 for our guests. A Sr. Data Scientist in this group will help guide the creation, installation, and support of the data analysis and development of machine learning models for our attractions. We work closely with internal partners to deliver world-class guest experiences with interactive & data systems across DX. You will be reporting to the Attractions Operational Technology organization.
This is a full-time role.
What You Will Do
Conducting advanced data analysis, modeling, and experimentation to derive actionable insights and drive strategic decision-making.
Staying ahead of the latest advancements in data science techniques, tools, and technologies and applying them to solve complex problems optimally.
Developing and deploying predictive models to forecast future trends, behavior, or outcomes based on historical data in the attraction space.
Evaluating model performance and refining algorithms to improve accuracy, reliability, and scalability.
Designing and implementing A/B tests or other experiments to validate model predictions and optimize business processes.
Collaborating with business partners to translate predictive insights into actionable recommendations and strategic initiatives.
Regularly supervising and updating predictive models ensure they remain relevant and effective in dynamic business environments.
Required Qualifications & Skills
5+ year experience with data analytics and modeling tools (i.e., keras, tensor flow, torch, pytorch, sklearn, ml-lib, etc.).
3+ year experience with a cloud provider using development and deployment techniques (i.e., AWS Sagemaker, GCP Vertex AI, Databricks, …).
3+ years of predictive modeling experience.
Experience with Python, R, or Scala.
Experience with revision control software, such as GitHub and GitLab.
Experience with Model Ops (model development life cycle).
Experience with both structured and unstructured data.
Experience with complex projects.
Ability to explain technical solutions and results in simple terms.
Experience with data visualization and data monitoring tools (e.g. Splunk, Plotly, Tableau).
Experience with cloud deployments in GCP or another cloud platform.
Experience with SQL databases and complex queries.
Experience with Atlassian Tools such as Jira & Confluence.
Experience with Agile development methods.
Experience with automated testing, continuous integration, and continuous development.
Preferred Qualifications
Knowledge of Software Development Life cycle and QA processes.
Experience with Docker.
Experience and setting up CI/CD pipelines.
Experience in Airflow or another data workflow management tool.
Experience with Kubernetes.
Knowledge of Object-Oriented Software Design Patterns.
Education
Bachelor of Science in Data Science, Statistics, Computer Engineering, Computer Science, or equivalent technical background
PREFERRED: Master of Science in Data Science, Statistics, Computer Engineering, Computer Science, or equivalent technical background
Additional Information
Disney offers a rewards package to help you live your best life. This includes health and savings benefits, educational opportunities, and special extras that only Disney can provide. Learn more about our benefits and perks at https://jobs.disneycareers.com/benefits.
Walt Disney World Resort について:
1971年の開園以来、ウォルト・ディズニー・ワールド・リゾートは、数多くのお子様やご家族の思い出作りに重要な役割を担ってきました。現在、世界中の何億人ものお客様が、ディズニーでのバケーションを楽しむために、この魔法のような場所を訪れます。クリエイティビティ、イノベーション、テクノロジーを組み合わせることで、同リゾートは、ディズニーの伝統的な物語とファミリー向けの新しいエンターテイメントへとお客様を惹き込みます。ストーリーテリングの豊かな伝統を受け、ウォルト・ディズニー・ワールド・リゾートのキャストメンバーは、細部まで行き届いた卓越した気配りと優れたゲストサービスを通じて、ディズニーの魔法を実現します。
The Walt Disney Company について:
The Walt Disney Companyは、その子会社・関連会社とともに、多様性あふれる国際企業として、Disney Entertainment、ESPN、Disney Experiencesの3事業を柱に、ファミリー向けエンターテインメントとメディアの世界をけん引しています。1920年代に小さなアニメ・スタジオとしてスタートしたDisneyは、今日のエンターテインメント業界において卓越した存在となりました。ディズニーは今後も、子供から大人まで、ご家族のだれもが楽しめる一流の物語や体験を生み出し続けます。Disneyのストーリーやキャラクター、体験は、世界中のあらゆる場所の消費者やお客様に届けられています。当社は40カ国以上で、従業員とキャストメンバーが一丸となり、世界的にも地域的にも歓迎されるエンターテインメント体験を創出しています。
このポジションは Walt Disney Parks and Resorts U.S., Inc. という事業部門の一つである Walt Disney World Resortでのお仕事です。
Walt Disney Parks and Resorts U.S., Inc. は機会均等雇用主です。応募者は、人種、宗教、肌の色、性別、性的指向、ジェンダー、性自認、性表現、国籍、家柄、年齢、配偶者の有無、軍役経験の有無やその地位、健康状態、遺伝情報や障がい、または連邦法や州法、地方法で禁止されているその他の法的根拠に関係なく、雇用の検討対象となります。Disneyは、すべての人々のアイデアと決断が、成長、革新、最高のストーリーの創造に役立ち、絶えず進化する世界において、価値ある存在になれるよう支援するビジネス環境を支持します。