NBCUniversal
media and entertainment
StaffMLOpsEngineer
Neural analysis suggests this role is
optimal for mid candidates.
“Staff MLOps Engineer at NBCUniversal. Skills: MLOps, Infrastructure for large 2D and 3D media datasets, Training machine learning models, Automated, reproducible, and performant data and training pipelines at scale. Building and scaling infrastructure for large 2D and 3D media datasets and training machine learning models on them. Ensuring that data and training pipelines are automated, reproducible, and performant at scale”
Industry & Context.
Must be willing to travel for work related business, if necessary, External candidates may be required to attend an in-person interview
What They're Looking For.
Must Have
Graduate degree in Computer Science, Software Engineering, or a related field, 5+ years of experience as an MLOps Engineer in a fast-paced environment in applied machine learning, Fluency with Python, Git, and the Unix shell, Deep familiarity with Docker, Kubernetes, and workflow orchestrators (e.g., Airflow, Prefect, or Kubeflow), Familiarity with collaborative tools such as Jira/Confluence, Slack and a Git server, Must be legally authorized to work in Canada
Nice to Have
Mathematical Background: Preferred for understanding the resource demands of 3D data transformations, High attention to detail regarding system reliability and data security, Ability to translate abstract ML requirements into concrete, scalable cloud or on-prem infrastructure, Prior experience in industries with complex multi-disciplinary teams such as robotics, smart grids, precision agriculture, game development, or aerospace
What You'll Do.
Building and scaling infrastructure for large 2D and 3D media datasets and training machine learning models on them
Ensuring that data and training pipelines are automated
and performant at scale
Design and maintain robust CI/CD and CT (Continuous Training) pipelines for complex multimodal models
Implement versioning and storage strategies for massive 2D/3D datasets to ensure reproducibility and high-throughput access
Deploy and manage systems for monitoring model performance and data drift in production environments
How You'll Work.
Team & Collaboration
Work with partner ML and Annotation engineers and TPMs to spec out infrastructure and training requirements; Collaborate with teams gameplay, online and tools to ensure platform consistency; Guide technical direction through prototypes, documentation, and concrete implementations; Mentor engineers and influence engineering standards across teams
Full Job Description
NBCUniversal is one of the world's leading media and entertainment companies. We create world-class content, which we distribute across our portfolio of film, television, and streaming, and bring to life through our global theme park destinations, consumer products, and experiences. We own and operate leading entertainment and news brands, including NBC, NBC News, NBC Sports, Telemundo, NBC Local Stations, Bravo, and Peacock, our premium ad-supported streaming service. We produce and distribute premier filmed entertainment and programming through our powerhouse film and television studios, including Universal Pictures, DreamWorks Animation, and Focus Features, and the four global television studios under the Universal Studio Group banner, and operate industry-leading theme parks and experiences around the world through Universal Destinations & Experiences, including Universal Orlando Resort, home to Universal Epic Universe, and Universal Studios Hollywood. NBCUniversal is a subsidiary of Comcast Corporation. Visit www.nbcuniversal.com for more information. Our impact is rooted in improving the communities where our employees, customers, and audiences live and work. We have a rich tradition of giving back and ensuring our employees have the opportunity to serve their communities. We champion an inclusive culture and strive to attract and develop a talented workforce to create and deliver a wide range of content reflecting our world. NBCUniversal est l’une des principales entreprises mondiales de médias et de divertissement. Nous créons du contenu de calibre mondial, que nous distribuons à travers notre portefeuille de cinéma, de télévision et de diffusion en continu, et que nous faisons vivre par le biais de nos destinations de parcs thématiques mondiaux, de nos produits de consommation et de nos expériences. Nous détenons et exploitons des marques de divertissement et d’information de premier plan, notamment NBC, NBC News, NBC Sports, Telemundo, NBC Local Stations,
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