Position Summary:
Nexstar is seeking a senior AI Architect to lead our efforts to design, develop and deploy AI and ML models and agents on top of a new single governed data estate to drive greater efficiency and effectiveness across the business. This role, located in Nexstar’s New York offices, is responsible for guiding design, development and deployment of data architecture to enable efficient and effective AI modeling and agentic development across a large, multi-phase data platform.
This means designing the systems, patterns, and standards that enable agents to answer business questions accurately, safely, and at scale across a growing set of data domains and use cases.
Responsibilities:
- Define the overall agent architecture: how agents are structured, how they access data, how they are governed, and how the architecture scales as new data domains and use cases come online
- Design and own the central agent integration layer that mediates all data access between agents and the platform, so that guardrails and controls are enforced in one place and consistently applied across all agents built on the architecture
- Evaluate and select LLM frameworks and orchestration approaches, including Databricks Mosaic AI and other platforms, matching technology choices to use case requirements rather than defaulting to a single stack
- Establish the patterns governing how agents interact with governed data, ensuring agents operate within access controls, return accurate and trustworthy answers, and handle business context correctly
- Define guardrails across the agent layer: read-only data access, user- and role-based data access controls, PII handling, output validation, and hallucination mitigation
- Design the agent evaluation framework, including synthetic query suites, accuracy validation, and the use of agents to generate and run test variations against domain coverage and answer consistency, establishing the criteria that determine when an agent is production-ready
- Define user-facing agent experience patterns: conversational vs single-query, output formats, how agents surface caveats and supporting data, and how they are accessed by different user types
- Work with data and analytics teams to ensure the underlying data layer (schemas, metadata, metric definitions) is structured to support accurate agent responses
- Ensure agent architecture respects multi-tenant data boundaries as the platform scales to support additional broadcast partners
- Stay current on the rapidly evolving AI and agent tooling landscape and bring relevant developments into the architecture proactively
- Guide and set standards for the AI developers building agents across the platform, ensuring individual agent work builds consistently on the central architecture.
Qualifications:
- Deep experience designing and deploying production AI agent systems, including LLM selection, orchestration, and evaluation
- Familiarity with Databricks platform and related products
- Strong understanding of how agents interact with structured data, including retrieval patterns, semantic layers, and metadata-driven context
- Familiarity with major LLM platforms and orchestration frameworks, with the ability to evaluate tradeoffs objectively across vendors
- Experience designing safety and governance patterns for AI systems
- Comfortable working across data engineering, analytics, and business stakeholder teams
- Experience in media, advertising, or other data-intensive industries with complex business metrics and multi-system data environments helpful
The salary range for this position is $120-140K.
Nexstar offers full-time employees a comprehensive benefits package to include medical, life and short-term disability insurance, worker’s compensation, and unemployment insurance, 401(k) retirement plan, paid holidays, paid vacation, paid sick time, employee assistance program, bereavement leave, jury duty service time off, military leave, and medical/maternity & family leave.
Nexstar is committed to attracting, developing, and retaining the industry’s top talent. In compliance with the provisions of all applicable state and federal civil rights laws, every effort will be made to employ the most qualified individuals without regard to race, color, religion, disability, age, sex, national origin, citizenship, veteran’s status, sexual orientation, military status, or any other protected personal characteristics.
Skills Required
- Deep experience designing and deploying production AI agent systems, including LLM selection, orchestration, and evaluation
- Familiarity with Databricks platform and related products
- Strong understanding of how agents interact with structured data, including retrieval patterns, semantic layers, and metadata-driven context
- Familiarity with major LLM platforms and orchestration frameworks
- Experience designing safety and governance patterns for AI systems
- Comfortable working across data engineering, analytics, and business stakeholder teams
- Experience in media, advertising, or other data-intensive industries with complex business metrics
What We Do
Nexstar Media Group is the largest TV station operator in the country. With the reach of 171 full power television stations in 100 markets addressing nearly 38.9% of US television households, and a diversified, growing digital media operation, Nexstar Media Group offers superior audience engagement across all media devices and local broadcast television’s unrivalled influence on consumers’ purchasing and political decisions. In 20 years, Nexstar has grown from a single station to the nation’s largest television company. This growth is fueled by an organization-wide commitment to delivering exceptional service to our communities and outstanding results for our advertisers. From the very beginning, Nexstar has cultivated an organization-wide commitment to providing superior, unique local content that is relevant to each of the communities it serves, while offering local businesses, advertisers and brands the ability to engage and connect with local communities.
