Senior Machine Learning Operations Engineer, Agentic Systems Platform Engineering

Paramount Pictures; Burbank (CA); On-site; USD 139,200 - 208,800; Full time

Benefits offered by this job

Benefits package

Paid time off

On-site & virtual events

Life at Paramount

Job summary

Paramount Streaming in California is seeking a Senior MLOps Engineer (IC3) to join the Platform Engineering pod and build the Agentic Systems Platform, where autonomous agents live, reason, and collaborate. You will lead the MCP Gateway design, routing, and orchestration to support multi-agent personalization in a production environment.

The role bridges traditional ML serving and autonomous agency, using GKE, Apigee, ADK, and A2A protocols to enable scalable, cost-effective workflows.

Qualifications

• 4–8+ years in MLOps or Platform Engineering.
• Experience with API Gateways (Apigee) and Kubernetes (GKE).
• Background in Agentic Orchestration.

Responsibilities

• Lead Platform Design: architect the production runtime for agentic systems with low-latency tool-use and state management.
• Own the MCP Gateway: design and implement routing and security for agentic tool-use via Apigee.
• Standardize Agentic Workflows: develop orchestration patterns using ADK and A2A adopted across pods.
• Performance Management: monitor and optimize agentic thinking cycles to balance reasoning depth with latency.
• Mitigate System Risks: identify and fix failure modes unique to agentic systems.

Skills

MLOps

Platform Engineering

Apigee API Gateways

Kubernetes (GKE)

Agentic Orchestration

Tools

Apigee

Kubernetes (GKE)

Job description

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Senior Machine Learning Operations Engineer, Agentic Systems Platform Engineering

45537

Burbank, CA, US, 91505

Technology

Burbank

Full-Time

On-Site

#WeAreParamount on a mission to unleash the power of content… you in?
We’ve got the brands, we’ve got the stars, we’ve got the power to achieve our mission to entertain the planet – now all we’re missing is… YOU! Becoming a part of Paramount means joining a team of passionate people who not only recognize the power of content but also enjoy a touch of fun and uniqueness. Together, we co-create moments that matter – both for our audiences and our employees – and aim to leave a positive mark on culture.

Overview

We are looking for a Senior MLOps Engineer (IC3) to join the Platform Engineering pod.Your mission is to build the Agentic Systems Platform—the runtime environment where autonomous agents live, reason, and collaborate. You will lead the development of the MCP (Model Context Protocol) Gateway, routing logic, and the orchestration support required for multi‑agent personalization systems. In this role, you will bridge the gap between traditional ML serving and autonomous agency. You will lead the design of agentic runtimes using GKE and Apigee, utilizing the ADK (Agent Development Kit) and A2A (Agent‑to‑Agent) protocols to enable complex workflows. Your challenge is to manage the "thinking time" and cognitive overhead of agentic systems, ensuring they remain responsive and cost‑effective in a production environment.

Why This Role Matters

• Architecting Agency: You are building the foundation for our shift from passivemodels to active, reasoning agents.
• Governance & Routing: Your work on the MCP Gateway ensures that agents cansafely access the tools and context they need to perform their tasks.
• Collaborative Intelligence: By mastering A2A orchestration, you enable a newclass of multi‑agent applications that solve problems individual models cannot.

Key Responsibilities

• Lead Platform Design: Architect the production runtime for agentic systems, focusing on low‑latency tool‑use and state management.
• Own the MCP Gateway: Design and implement the routing and security layer for agentic tool‑use via Apigee.
• Standardize Agentic Workflows: Develop orchestration patterns using ADK and A2A that are adopted by pods across the AMLG.
• Performance Management: Monitor and optimize agentic "thinking" cycles to balance reasoning depth with production latency constraints.
• Mitigate System Risks: Proactively identify and fix failure modes unique to agenticsystems (e.g., tool‑use loops or context window overflows).

Minimum Qualifications

• 4–8+ years in MLOps or Platform Engineering
• Experience with API Gateways (Apigee) and K8s (GKE)
• Background in Agentic Orchestration

Preferred Qualifications

• Familiarity with A2A protocols
• Experience managing long‑running stateful workflows

Paramount Streaming, a division within Paramount Global, is the home to the company's direct‑to‑consumer services spanning free and paid in the form of Pluto TV and Paramount+. Pluto TV is the global leader in free ad‑supported TV, delivering more than 1,400 global channels and an extensive library of streaming content, including live and original channels. Paramount+, digital subscription video‑on‑demand and live streaming service, combines live sports, breaking news, and A Mountain of Entertainment™. Paramount+ features an expansive library of original series, hit shows and popular movies across every genre from world‑renowned brands and production studios, including SHOWTIME®.

ADDITIONAL INFORMATION

Hiring Salary Range: $139,200.00 - 208,800.00.

The hiring salary range for this position applies to New York, California, Colorado, Washington state, and most other geographies. Starting pay for the successful applicant depends on a variety of job‑related factors, including but not limited to geographic location, market demands, experience, training, and education. The benefits available for this position include medical, dental, vision, 401(k) plan, life insurance coverage, disability benefits, tuition assistance program and PTO or, if applicable, as otherwise dictated by the appropriate Collective Bargaining Agreement. This position is bonus eligible.

What We Offer

• Attractive compensation and comprehensive benefits packages. Check out our full list of benefits here: https://www.paramount.com/careers/benefits
• Generous paid time off.
• An exciting and fulfilling opportunity to be part of one of Paramount’s most dynamic teams.
• Opportunities for both on‑site and virtual engagement events.
• Unique opportunities to make meaningful connections and build a vibrant community, both inside and outside the workplace.
• Explore life at Paramount: https://www.paramount.com/careers/life-at-paramount

Paramount is an equal opportunity employer (EOE) including disability/vet.

At Paramount, the spirit of inclusion feeds into everything that we do, on-screen and off. From the programming and movies we create to employee benefits/programs and social impact outreach initiatives, we believe that opportunity, access, resources and rewards should be available to and for the benefit of all. Paramount is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ethnicity, ancestry, religion, creed, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, and Veteran status.

If you are a qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to use or access https://www.paramount.com/careers as a result of your disability. You can request reasonable accommodations by calling 212.846.5500 or by sending an email to [e-mail]. Only messages left for this purpose will be returned.