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Agentic AI Architect - Hybrid (Dallas or Houston TX)

AECOM

Salary not specified
Dec 23, 2025
Dallas, TX, US
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AECOM is seeking an Agentic AI Architect to architect, design, build, and optimize enterprise-grade AI platforms, focusing on modern AI frameworks and AI-driven platform development to ensure scalability, security, and performance in production systems.

Requirements

  • Hands-on architect abilities to collaborate with current Agile SCRUM team.
  • Ability to work with little guidance on POCs and forward-looking research on upcoming AI technologies.
  • Strong front-end experience with Angular (latest versions preferred).
  • Expertise in SQL Server including complex queries, performance tuning, and data modeling.
  • Hands-on experience with Azure Cloud services including monitoring and troubleshooting Cloud issues.
  • Practical experience with Agentic Workflows, AI Agents, MCP, API Management (APIM), Semantic Kernel, Kernel Memory, AI Foundry, or similar AI frameworks.
  • Familiarity with LLM integration and Retrieval Augmented Generation (RAG) architectures.

Responsibilities

  • Define and evolve the enterprise AI platform architecture, breaking down business and functional requirements into scalable, secure, and maintainable technical designs.
  • Establish the long-term architecture runway for AI products, owning POCs, design spikes, and forward-looking evaluations of emerging technologies—including agentic architectures, orchestration frameworks, and tool-use patterns.
  • Architect and implement enterprise-grade RAG (Retrieval Augmented Generation) pipelines, including vector search, embeddings, knowledge stores, and LLM orchestration.
  • Design and operationalize agentic workflows, including multi-agent collaboration, tool-calling agents, planner/executor patterns, and automated reasoning loops.
  • Build and integrate production-grade AI agents capable of interacting with external tools, APIs, enterprise systems, and knowledge sources.
  • Utilize the Model Context Protocol (MCP) to expose internal tools, datasets, and enterprise APIs to LLMs in a secure, governed manner.
  • Integrate and operationalize multiple LLM providers (Azure OpenAI, OpenAI, Anthropic, open-source models) into production systems.

Other

  • This position offers flexibility for hybrid work schedules to include both in-office presence and telecommute/virtual work, to be based in Houston, TX or Dallas, TX.
  • Partners with enterprise architects, product managers, developers, and data engineers in an Agile/Scrum environment to ensure architecture aligns with product strategy.
  • Provide hands-on mentorship on AI development patterns—including agent-building, RAG troubleshooting, prompt design, vector search patterns, and orchestration frameworks.
  • Sponsorship for US work authorization is not available for this position, now or in the future
  • Relocation assistance is not available for this position