The Walt Disney Company

Senior Principal Machine Learning Engineer

The Walt Disney Company

full-time

Posted on:

Origin:  • 🇺🇸 United States • California, New York, Washington

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Salary

💰 $234,400 - $314,300 per year

Job Level

Senior

Tech Stack

AWSCloudPythonPyTorchTensorflow

About the role

  • Define and drive the long-term technical vision for personalization and recommendation systems across Disney+, Hulu, ABC, and ESPN
  • Lead the development of foundational machine learning architectures and algorithms enabling scalable, real-time, and highly personalized user experiences for hundreds of millions of users
  • Serve as a cross-functional thought leader, partnering with senior executives in Product, Engineering, Data, and Design to influence company-wide personalization strategy and investment
  • Identify and drive high-impact initiatives that advance the state-of-the-art in machine learning, guiding efforts from concept through deployment with measurable business outcomes
  • Mentor and elevate technical leaders across teams, fostering a culture of innovation, rigor, and excellence in machine learning engineering
  • Set standards for experimentation, model evaluation, and algorithm fairness; establish frameworks and tools to accelerate development and promote reproducibility
  • Represent Disney Streaming’s personalization efforts in strategic forums, internal councils, and external technical communities (e.g., conferences, publications, industry panels)

Requirements

  • 12+ years of relevant experience
  • Track recordings of research & publications in recommendation system domain with deep neural net algorithms
  • Strong proficiency in at least one of the following deep learning frameworks: tensorflow, pytorch
  • Experiences building and deploying full stack ML pipelines: data extraction, data mining, model training, feature development, testing, and deployment
  • Track record from design to full production of effective recommendation systems
  • Experience with cloud services in a production environment (particularly AWS)
  • Understanding of statistical concepts (e.g., hypothesis testing, regression analysis)
  • Ability to articulate the usage and behavior of models and algorithms to both technical and non-technical audiences
  • Master’s or PhD in statistics, math, computer science, or related quantitative field (preferred)
  • Production experience with developing content recommendation algorithms at scale and familiar with metadata management, data lineage, and principles of data governance (preferred)
  • Deep understanding in personalization challenges in homepage experience and proven records of developing effective solutions (preferred)
  • 12+ years of experience in developing highly scalable machine learning products (preferred)
  • 12+ years writing production-level, scalable Python code (preferred)
  • Bachelor’s degree in Computer Science, Information Systems, Software, Electrical or Electronics Engineering, or comparable field of study, and/or equivalent work experience (required)
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