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Generative AI Architect

Job in McLean, Fairfax County, Virginia, USA
Listing for: Purple Drive Technologies
Full Time position
Listed on 2026-09-03
Job specializations:
  • Software Development
    AI Engineer (Applied/Software), Machine Learning/ ML Engineer, Software Architect
Job Description & How to Apply Below

Generative AI Architect

We are seeking a highly experienced Generative AI Architect to lead the design, architecture, and enterprise-wide adoption of AI-driven solutions. The ideal candidate will define the strategic vision for AI programs, establish architectural standards, and drive innovation using cutting-edge Generative AI technologies, including Large Language Models (LLMs), agentic frameworks, and vector databases.

This role requires deep technical expertise in AI architecture, strong Python programming skills, hands-on experience building intelligent agents using modern frameworks, and a strong understanding of Responsible AI practices.

Key Responsibilities
  • Define and design end-to-end enterprise AI solution architectures.
  • Establish AI strategy, governance standards, and architectural guidelines.
  • Lead the implementation of Large Language Model (LLM)-based systems and GenAI-powered applications.
  • Design and implement AI agents using frameworks such as Lang Chain.
  • Develop and integrate Model Context Protocol (MCP) components and custom tools within agent architectures.
  • Architect and deploy solutions leveraging vector databases for embedding storage and semantic search.
  • Design scalable AI solutions deployed in cloud environments (Azure, AWS, or GCP).
  • Implement Responsible AI strategies, ensuring ethical, compliant, and explainable AI solutions.
  • Collaborate with engineering, product, and data teams to translate business problems into AI-driven solutions.
  • Mentor teams and drive AI innovation initiatives across the organization.
Required Technical Skills
  • 8–10 years of experience in AI/ML architecture and enterprise solution design.
  • Strong expertise in Generative AI technologies and LLM frameworks.
  • Hands-on experience building AI agents using Lang Chain or similar frameworks.
  • Experience programming and customizing AI agents with external tools and MCPs.
  • Strong proficiency in Python programming.
  • Experience with vector databases (e.g., Pinecone, Weaviate, or similar).
  • Experience deploying AI solutions in cloud environments (AWS, Azure, GCP).
  • Deep understanding of Responsible AI principles and implementation.
Preferred Qualifications
  • Experience designing AI Centers of Excellence (CoE).
  • Exposure to MLOps, CI/CD pipelines for AI models.
  • Experience with prompt engineering and fine-tuning LLMs.
  • Strong communication and leadership skills.
  • Demonstrated innovation mindset and ability to experiment with emerging AI technologies.
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