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Lead Machine Learning Engineer

San Francisco, California, United States; New York, New York, United States

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Job ID 829890BR Location San Francisco, California, United States; New York, New York, United States Business Disney Streaming Date posted Oct. 06, 2021

Job Summary:

The vision of the Machine Learning (ML) Engineering team at Disney Streaming is to drive and enable ML usage across several domains in heterogeneous language environments and at all stages of a project’s life cycle, including ad-hoc exploration, preparing training data, model development, and robust production deployment. The team is invested in continual innovation on the ML infrastructure itself to carefully orchestrate a continuous cycle of learning, inference, and observation while also maintaining high system availability and reliability. We seek to find new ways to scale with our guest and partner base as well as the ever-growing need for ML and experiments.

In this role you will focus on partnering with software services and engineering groups to lead and drive ML applications in those domains. You will conduct data exploration, analysis to motivate and drive ML usage across the engineering and services teams, and provide ML consultancy. You will work on cross-functional products and push the envelope on data and ML focused solutions.

Responsibilities:

  • Drive data and ML driven solutions for diverse engineering use cases
  • Architect and build end to end ML workflows to drive data driven decisions
  • Be a ML thought partner to our stakeholders
  • Conduct data exploration, analysis and provide ML consultancy
  • Drive and maintain a culture of quality, innovation and experimentation
  • Work in an Agile environment that focuses on collaboration and teamwork

Basic Qualifications:

  • 8+ years of software experience, with 5+ years of relevant ML experience
  • Expertise with ML pipelines, algorithms, statistical methods, and analytics to solve real-world engineering problems
  • Comfortable operating at all levels of the predictive stack and user behavior modeling including data collection, feature engineering, batch training and low-latency online serving
  • Strong mathematical skills with knowledge of statistical methods

Preferred Qualifications:

  • Familiarity with Python development ecosystem and technologies like Databricks, S3, Spark
  • Experience with graph-based data workflows such as Apache Airflow, Meson
  • Excellent communication and people engagement skills
  • Drive and maintain a culture of quality, innovation and experimentation
  • Mentor colleagues on best practices and technical concepts of building large scale solutions

Required Education

  • BS degree in Computer Science or related fields

Preferred Education

  • MS or PhD in Computer Science or related fields

Additional Information:

Location:
  • San Francisco, CA preferred
  • Perm remote possible for the right candidate


About Disney Streaming:

Comprised of the Company’s international business units and various direct-to-consumer streaming services, Disney Media & Entertainment Distribution (DMED) aligns technology, media distribution and advertising sales into a single business segment to create and deliver personalized entertainment experiences to consumers around the world.

About The Walt Disney Company:

The Walt Disney Company, together with its subsidiaries and affiliates, is a leading diversified international family entertainment and media enterprise with the following business segments: media networks, parks and resorts, studio entertainment, consumer products and interactive media. From humble beginnings as a cartoon studio in the 1920s to its preeminent name in the entertainment industry today, Disney proudly continues its legacy of creating world-class stories and experiences for every member of the family. Disney’s stories, characters and experiences reach consumers and guests from every corner of the globe. With operations in more than 40 countries, our employees and cast members work together to create entertainment experiences that are both universally and locally cherished.

This position is with Disney Streaming Technology LLC, which is part of a business segment we call Disney Streaming.

Disney Streaming Technology LLC is an equal opportunity employer. Applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status. Disney fosters a business culture where ideas and decisions from all people help us grow, innovate, create the best stories and be relevant in a rapidly changing world.

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