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Principal Machine Learning Engineer

The Walt Disney Company is a leading diversified international family entertainment and media enterprise that includes three core business segments: Disney Entertainment, ESPN, and Disney Experiences.
$199,000 - $266,800
Machine Learning
Principal Software Engineer
Hybrid
5,000+ Employees
10+ years of experience
Entertainment · AI
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Description For Principal Machine Learning Engineer

As a Principal ML Engineer in the User Foundations team at Disney Entertainment & ESPN Technology, you will be partnering closely with the Engineering, Architecture, and Product teams to develop models for tackling a multitude of exciting challenges, including personalization, fraud, and account sharing detection. Your work will impact Disney+, Hulu and ESPN.

Responsibilities:

  • Design, build and improve machine learning models
  • Work end-to-end from data collection, feature generation and selection, algorithm development, forecasting, visualization, and communicating model results
  • Collaborate with engineering to produce models and drive experimentation to test impact of model-based optimization
  • Develop comprehensive understanding of audience, brand, and asset data structures
  • Mine large data sets to identify opportunities for driving engagement and performance
  • Develop prototype solutions, mathematical models, algorithms, and robust analytics leading to actionable insights
  • Partner closely with stakeholders to identify and unlock opportunities, and with other data teams to improve platform capabilities

We're a fast-paced, dynamic, collaborative, and fun team, looking for someone who can start delivering from day 1. You'll be working on critical User Capabilities shared across all experiences on the streaming services: Disney+, Hulu, ESPN+ and Star+.

This role offers the opportunity to shape the future of Disney's media business, work at an impressive scale reaching millions of consumers every day, and drive innovation in how audiences experience sports, entertainment & news.

Last updated 8 months ago

Responsibilities For Principal Machine Learning Engineer

  • Design, build and improve machine learning models
  • Work end-to-end from data collection to model development and result communication
  • Collaborate with engineering to produce models and drive experimentation
  • Develop comprehensive understanding of audience, brand, and asset data structures
  • Mine large data sets to identify opportunities for driving engagement and performance
  • Develop prototype solutions, mathematical models, and algorithms
  • Partner with stakeholders to identify opportunities and improve platform capabilities

Requirements For Principal Machine Learning Engineer

Python
  • Bachelor's degree in Computer Science, Information Systems, Software, Electrical or Electronics Engineering, or comparable field of study, and/or equivalent work experience
  • Minimum of 10 years of experience designing, building, deploying data pipelines and applications
  • Proven experience building machine learning solutions
  • Excellent analytical skills, advanced level of statistics knowledge
  • Strong expertise with Python and libraries such as scikit-learn, SciPy
  • Familiarity with data platforms and applications such as Databricks, Jupyter, Snowflake, Airflow, Github
  • Familiarity with designing and analyzing A/B testing and other experiment types
  • Strong communication skills, for both technical and non-technical audiences
  • Demonstrated leadership experience, including people and project management

Benefits For Principal Machine Learning Engineer

Medical Insurance
Dental Insurance
Vision Insurance
401k
Parental Leave
Education Budget
  • Health Insurance & Wellbeing
  • Childcare Options
  • Paid Time Off
  • Retirement Programs
  • Tuition Assistance
  • Weekly Pay

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