Platform Analytics

Posted 3 Days Ago
Orlando, FL
Junior
AdTech • Digital Media • News + Entertainment
Create the Tech Behind Our Magic
The Role
The Machine Learning Engineer on the CE Analytics team will develop analyses and predictive models, design statistical experiments, and create user-facing tools and dashboards. They will work collaboratively with cross-functional teams, apply machine learning techniques, and communicate insights to enhance marketing strategies. This role requires experience in building models with data science methodologies and promoting products to production using Agile practices.
Summary Generated by Built In

The Customer Engagement (CE) team delivers powerful customer experiences across marketing touchpoints by using data and tools to bring marketing to life. The CE Analytics - Manager I will report to the Manager, CE Advanced Analytics who leads both the Advanced Analytics and Business Intelligence functions within the Customer Engagement - Direct Channel organization.
Overview
This Data Science-focused role on the CE Advanced Analytics team consists of the following functions: Developing analyses, predictive models, self-service end-user tools, dashboards, and workflows demonstrating Machine Learning algorithms and innovative technologies such as Snowflake, Dataiku, and Tableau. This role will also work with multi-functional partners to showcase insights while recommending applications that advance CE Marketing and Audience strategies. This role will also lead the development of plans, communications, and timelines for individual projects using the Agile framework.
Solutions

  • Build predictive models on guest behavior; examples include: likelihood to purchase, likelihood to engage with a marketing message, or estimating spend
  • Design and conduct statistical experiments (ex. A/B testing) to measure the efficiency of our audiences
  • Mine for insights by using exploratory data analysis or interpreting model results
  • Develop self-service end-user tools and dashboards to help partners understand audience behavior, audience performance and contactibility
  • Promote products to production and maintain products in production to ensure availability in activation


Consulting

  • Work with cross-functional partners to find efficiencies, understand requirements and goals, deliver optimal products, and implement.
  • Find opportunities to develop or use analytics to meet a business objective
  • Work with technical partners to source new data or resolve issues with existing data
  • Showcase insights and educate partners on developed products, which highlight advancing CE strategies and contributions.
  • Develop plans and timelines for individual projects by working in agile framework to deliver work products in sprints. Leverage tools such as Jira and Airtable to track and catalog work, and communicate progress to direct leadership.


QUALIFICATIONS
We are looking for demonstrated experience applying data science modeling techniques and proper statistical testing methodology to guest behavior (resorts, cruises, theme park tickets, merchandise) and Marketing engagement. We desire someone who is comfortable planning, researching, and creating solutions.

  • Bachelor's degree in Data Science, Statistics, or similar degree
  • 2+ years of experience using programming languages (Python or R preferred) to build predictive models and to conduct statistical testing with sound experimental design
  • 2+ years of experience using SQL (Teradata, Hive, or Snowflake)
  • 2+ years of experience with Machine Learning algorithms and statistical methods including classification models such as logistic regression and decision trees, and segmentation models such as clustering and scoring.
  • Experience using Machine Learning platforms such as Dataiku, DataRobot, or Databricks
  • Experience communicating technical work to non-technical partners


Optional

  • Experience using the following machine learning libraries: Scikit-Learn, MLLib, or H2O.ai
  • Experience using Tableau, Microsoft Power BI, or Qlik


#LI-VT1
#DXMedia
#DXMarketing

Top Skills

Databricks
Dataiku
Datarobot
H2O.Ai
Hive
Microsoft Power Bi
Mllib
Python
Qlik
R
Scikit-Learn
Snowflake
SQL
Tableau
Teradata

What the Team is Saying

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Nakaila
Jamie
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The Company
HQ: Burbank , CA
200,000 Employees
Hybrid Workplace
Year Founded: 1923

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.

Typical time on-site: Flexible
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