Lead ML Platform EngineerApply NowApply Later Job ID 10005330 Location San Francisco, California, United States / Seattle, Washington, United States Business Disney Media & Entertainment Distribution Date posted Jul. 27, 2022 Flex Type Hybrid Preferred, Remote Possible
- This role is considered hybrid, which means the employee will work a portion of their time on-site from a Company designated location and the remainder of their time remotely. A remote opportunity may be possible for qualified candidates under certain circumstances and, if granted, the employee would work remotely on an ongoing basis.
Lead ML Platform Engineer
The vision of the Machine Learning (ML) Engineering team at Disney 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.
Design and develop infrastructure for the full cycle of machine learning such as workflow management, feature store, data discovery tools, and feature libraries.
Implement backend microservices for large scale distributed systems using gRPC or REST.
Lead and drive vision for one or more of ML Platform services
Drive and maintain a culture of quality, innovation and experimentation
Work in an Agile environment that focuses on collaboration and teamwork
MS or PhD in Computer Science or related fields
5+ years of software experience, with 3+ years of relevant ML experience
Experienced with cloud technologies in AWS or GCP and container systems such as Docker or Kubernetes
Passion for turning ideas into products and improving the member experience
Expertise in OO programming, either Python or Java
Excellent communication and people engagement skills
Familiarity with Python development ecosystem and technologies like Databricks, S3, Spark
Experience with graph-based data workflows such as Apache Airflow, Meson
Mentor colleagues on best practices and technical concepts of building large scale solutions
Location: New York, NY, San Francisco, CA or Seattle, WA preferred but also open to US Remote for the right candidate
About Disney Media & Entertainment Distribution:
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 we call Disney Media & Entertainment Distribution.
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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