ECF Data, LLC
Sr Data Scientist
ECF Data, LLC, Orlando, Florida, us, 32885
Disney Experiences (DX) is a leader in entertainment and technology, committed to delivering unforgettable guest experiences. The Sr. Data Scientist role focuses on data analysis and creating machine learning models to enhance attractions, reporting to the Attractions Operational Technology organization.In this role you can expect to have the responsibilities:
Collaborate with business partners to transform predictive insights into actionable plans.Execute advanced data analysis, modeling, and experimentation for strategic decisions.Apply data science techniques to solve complex problems.Develop and deploy predictive models for future trend forecasting in attractions.Evaluate and refine algorithms to improve model performance.Utilize cross validation techniques to validate model accuracy.Regularly update predictive models to maintain relevance in dynamic environments.This role comes with the following benefits:
Health and savings benefitsEducational opportunitiesSpecial perks exclusive to DisneyThis role requires you to have:
2+ years experience or equivalent education with data analytics tools like keras, tensorflow, torch, pytorch, sklearn, ml-lib.Knowledge of forecasting or predictive modeling.Experience with cloud computing environments (AWS, GCP, Azure).Proficiency with Python, R, or Scala.Ability to decompose complex problems into manageable parts.Experience with revision control tools such as GitHub or GitLab.Familiarity with data visualization tools like Splunk, Plotly, Tableau.Skill in SQL databases and complex querying.Experience with Atlassian tools like Jira & Confluence.Proficiency in unit and regression testing.You would benefit from having:
Knowledge of SDLC and QA processes.Experience with Docker.Familiarity with setting up CI/CD pipelines.Experience with data workflow management tools like Airflow.Knowledge of Model Ops (model development lifecycle).Ability to explain technical solutions clearly.Disney offers a comprehensive rewards package including exclusive perks and educational opportunities. Learn more about our benefits on Disney's careers page.
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Collaborate with business partners to transform predictive insights into actionable plans.Execute advanced data analysis, modeling, and experimentation for strategic decisions.Apply data science techniques to solve complex problems.Develop and deploy predictive models for future trend forecasting in attractions.Evaluate and refine algorithms to improve model performance.Utilize cross validation techniques to validate model accuracy.Regularly update predictive models to maintain relevance in dynamic environments.This role comes with the following benefits:
Health and savings benefitsEducational opportunitiesSpecial perks exclusive to DisneyThis role requires you to have:
2+ years experience or equivalent education with data analytics tools like keras, tensorflow, torch, pytorch, sklearn, ml-lib.Knowledge of forecasting or predictive modeling.Experience with cloud computing environments (AWS, GCP, Azure).Proficiency with Python, R, or Scala.Ability to decompose complex problems into manageable parts.Experience with revision control tools such as GitHub or GitLab.Familiarity with data visualization tools like Splunk, Plotly, Tableau.Skill in SQL databases and complex querying.Experience with Atlassian tools like Jira & Confluence.Proficiency in unit and regression testing.You would benefit from having:
Knowledge of SDLC and QA processes.Experience with Docker.Familiarity with setting up CI/CD pipelines.Experience with data workflow management tools like Airflow.Knowledge of Model Ops (model development lifecycle).Ability to explain technical solutions clearly.Disney offers a comprehensive rewards package including exclusive perks and educational opportunities. Learn more about our benefits on Disney's careers page.
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