Decision Scientist

Decision Scientist jobs at Big-Data.digital

Decision Scientist

The Decision Science team focuses on creating innovative mathematical models to inform business decision making through data. The team is interested in all fields related to data science, with emphasis on statistics, operations research, econometrics, and machine learning.

The Decision Science team resides within the Disney Decision Science + Integration (DDSI) organization. DDSI provides internal consulting services for clients across The Walt Disney Company, including Disney Parks, Experiences and Products (covering Parks & Resorts, Signature Experiences, and Consumer Products, Games and Publishing) and Disney Media & Entertainment Distribution (covering content from Studios, General Entertainment and Sports).

The DDSI team sits at the intersection of business strategy, advanced analytics, and technology integration to help our partners explore opportunities for analytics, shape business decisions, and drive value. Our work includes conceptualizing new solutions, solution design and development, implementation and integration with business processes, and ongoing business support.

Responsibilities :
Achieve business goals and objectives—Research and develop decision science models and act as a consultant to all business units within The Walt Disney Company

Pursue innovation—Conduct research on analytical techniques and translate that research into usable and sustainable solutions for users

Put your skills to the test—Perform data collection and data mining, and build state-of-the-art decision science algorithms, tools, and systems

Drive value—Model and analyze revenue management and pricing related issues using various mathematical, statistical, and simulation techniques

Tell the story—Present science results to business partners and clients
Support a global and enterprise-wide mission—Identify and apply best practices in the field of advanced analytics for multiple businesses such as theme parks and resorts (e.g. Walt Disney World), Disney Cruise Line, media (e.g. ABC, ESPN), movies (e.g. Walt Disney Animation Studios), live shows (e.g. Disney on Broadway), and retail (e.g. shopDisney)

Basic Qualifications :
  • Must exhibit competence in at least one of the following four analytical fields, inclusive of topics as noted:
    • Statistics (two or more topics):
      • Bayesian statistics
      • Generalized linear models
      • Mixture models
      • Nonparametric regression
      • Structural equation models
      • Time series (state space models, ARIMA, etc.)
    • Optimization (at least one topic):
      • Decision analysis or multiple criteria decision making
      • Mixed-integer optimization
      • Nonlinear optimization
      • Stochastic optimization
      • Discrete-event simulation and stochastic models
    • Econometrics (two or more topics):
      • Generalized method of moments
      • Instrumental variables
      • Limited dependent variables
      • Panel data
      • Simultaneous equations models
    • Machine learning (two or more topics):
      • Boosting
      • CART
      • Clustering
      • Graphical models
      • Neural networks
      • Random forests
      • Reinforcement learning
      • Support vector machines
  • Must exhibit competence in at least one computing topic:
    • General computing (Python, Java, C, C++, etc.)
    • Statistical computing (R, SAS, etc.)
    • Scientific computing (Julia, MATLAB, etc.)

Preferred Qualifications:
  • Proven knowledge of revenue management context, including demand forecasting, resource allocation, and pricing

Required Education :
  • Master’s or Ph.D. degree in Statistics, Operations Research, Industrial Engineering, Mathematics, Machine Learning, Econometrics, or related field

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Published 2022-07-08

The Walt Disney Company (Corporate) looks for a Decision Scientist in Orlando, FL location.

How much Data Scientist Jobs professional earns at The Walt Disney Company (Corporate)?

The proposed salary for Data Scientist Jobs position at The Walt Disney Company (Corporate) is Not disclosed.

Decision Scientist responsibilities at The Walt Disney Company (Corporate)

According to the common industry standard, Data Scientist Jobs specialist is in charge for the following activities.

Required Data Scientist Jobs qualifications at The Walt Disney Company (Corporate)

To be disscussed with candidate