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Paramount Global

Joint venture producing film, television content

Senior ML Platform Engineer

Applied Machine LearningUpdated on Nov 14
Full-time

About the Job

Requirements

  • At least 5 years of experience in Data Science and ML Engineering.
  • Deep experience developing collaboratively using Object-Oriented Programming, Docker, and Kubernetes.
  • Deep experience designing and implementing MLOps platforms and multi-agent systems in a cloud environment.
  • Deep experience implementing CI/CD workflows that manage model deployments.
  • Experience developing containerized applications.
  • Familiarity with well-known statistical and machine-learning models and methods.
  • Must successfully pass a background check.

Responsibilities

  • Design and implement the greenfield ML platform and suite of analytical AI agents to increase the Data Science team's impact.
  • Work closely with Data Scientists to understand their development needs.
  • Work closely with stakeholders to understand business problems driving model deployments, and translate complex models into self-serve, LLM-callable tools that augment stakeholder workflows.
  • Assess and integrate cutting-edge software and practices in Data Science and MLOps.
  • Refactor disjointed data science scripts and workflows into modular skills that act as procedural knowledge for AI agents, streamlining stakeholder interactions.
  • Manage deployment and contribute to models driving Paramount+'s global financial forecasts.
  • Design and implement Paramount's model deployment platform.
  • Design and implement robust monitoring, logging, alerting, and observability for ML deployments.
  • Design and implement user interfaces and natural-language AI agents that enable stakeholders to interact intuitively with Data Science models.
  • Drive adoption of best practices for CI/CD workflows tailored to Data Science and agentic workflows.
  • Drive adoption of agentic workflows, such as automated SQL generation, variance diagnostics, and model post-mortems, across Data Science and the larger Paramount organization.

Desired Qualifications

  • Experience integrating large language models into existing business processes and creating tools using the Model Context Protocol (MCP).
  • Experience developing APIs.
  • Experience working at web scale.
  • Experience using Google Cloud Platform, including BigQuery, ML Engine, and APIs.

About the Company

Paramount Global

Joint venture producing film, television content

Preparing a concise company summary based on the provided description.

Company size
10,001+
Company stage
IPO
Headquarters
Los Angeles, CA
Founded
1912

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