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 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
- Collaborating with business partners to translate predictive insights into actionable recommendations and strategic initiatives.
- Conducting advanced data analysis, modeling, and experimentation to derive actionable insights and drive strategic decision-making.
- Applying data science techniques, tools, and technologies 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.
- Using cross validation techniques to validate accuracy and adaptability of models over time.
- Regularly evaluating and updating predictive models ensure they remain relevant and effective in dynamic business environments.
Required Qualifications & Skills
- 2+ year experience or equivalent education with data analytics and modeling tools (i.e., keras, tensor flow, torch, pytorch, sklearn, ml-lib, etc.).
- Demonstrable knowledge of forecasting or predictive modeling.
- Exposure to cloud computing environment (i.e., AWS, GCP, Azure).
- Experience with Python, R, or Scala.
- Ability to decompose a complex problem into smaller parts.
- Experience with revision control software, such as GitHub and GitLab.
- Experience with data visualization and data monitoring tools (e.g. Splunk, Plotly, Tableau).
- Experience with SQL databases and complex queries.
- Experience with Atlassian Tools such as Jira & Confluence.
- Experience with unit and regression testing.
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 Model Ops (model development life cycle).
- Ability to explain technical solutions and results.
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.
#DXFOS #DXMedia #LI-dm2
Top Skills
What the Team is Saying
What We Do
Innovation is in the DNA of The Walt Disney Company. We not only embrace it, we translate it into experiences you can see and feel. From our groundbreaking work in advanced audio-animatronic robots featured in the Disney theme parks, to streaming services that are redefining entertainment, to inventing tools to create new worlds in our films — The Walt Disney Company has spent nearly 100 years immersing audiences in new and stunning experiences using groundbreaking technology. When next generation technology meets talented people ready to tackle challenges still to be imagined, anything can happen.
Why Work With Us
Every technologist at Disney is essential to helping us create unforgettable experiences and innovative products. Our teams constantly spearhead innovation by incubating cutting-edge ideas into production-ready solutions. At Disney, you’ll make an impact you can see and feel with a team that both supports and challenges your thinking.
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Hybrid Workspace
Employees engage in a combination of remote and on-site work.
