Advanced Analytics & Modeling Manager

Disney Experiences; Celebration (FL); On-site; USD 114,000 - 152,000; Full time

Job summary

Disney Experiences Intelligence (DXi) is hiring an Analytics & Optimization Manager based in Celebration, FL. You will lead modeling projects, selecting methods, assumptions, and scalable validation to produce probabilistic forecasts and scenario analyses that inform planning under uncertainty.

You will develop causal inference and attribution models, analyze guest behavior over time, and translate complex results into actionable recommendations for senior leadership, while advancing

Qualifications

• Master’s degree in Economics, Data Science, Statistics, Mathematics, Computer Science, Operations Research, Engineering, or related field
• 3+ years of professional data science and complex modeling experience
• Expertise in time-series forecasting and probabilistic modeling (Bayesian) and knowledge of ML
• Proficient in Python with production-quality code
• Advanced SQL and large datasets (Snowflake)
• Ability to communicate complex methodology clearly to technical and non-technical audiences

Responsibilities

• Own the modeling methodology for projects: select method, define assumptions, design validation for scale
• Build scalable forecasting models with structural/dynamic regression and ML, producing probabilistic forecasts
• Develop causal inference and attribution models to quantify drivers of outcomes
• Conduct conditional forecasts and scenario analyses with uncertainty quantification
• Model guest behavior over time using survival/customer-based methods
• Adapt methods for sparse data or biases to maintain robustness

Skills

Time-series forecasting

Probabilistic modeling

Causal inference

Python

SQL

Communication

Education

Master's degree in quantitative field

PhD (preferred)

Tools

Snowflake

Job description

Disney Experiences Intelligence (DXi) is hiring an Analytics & Optimization Manager based in Celebration, FL. You will lead modeling projects, selecting methods, assumptions, and scalable validation to produce probabilistic forecasts and scenario analyses that inform planning under uncertainty.

You will develop causal inference and attribution models, analyze guest behavior over time, and translate complex results into actionable recommendations for senior leadership, while advancing