Lead AGENTIC AI Engineer

Posted 11 Days Ago
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McLean, VA, USA
In-Office
Senior level
Software • Consulting • Cybersecurity • Defense
The Role
Lead and operate an enterprise Mission Support Desk that designs, deploys, and maintains agentic AI workflows. Balance ~60% hands-on AI workflow delivery and ~40% people management, cross-program coordination, quality standards, SOPs, metrics, and integrations with internal products to ensure reliable, accurate AI-assisted support.
Summary Generated by Built In

Orbis is seeking a manager to lead the Mission Support Desk and owns the integration and operation of agentic AI capabilities across Orbis programs. You are responsible for the team's output, the quality and reliability of AI-assisted workflows, and the continuous expansion of automation that frees analysts and program staff to focus on mission rather than process. You will design and deploy agentic AI workflows, manage a team of support specialists, and serve as the internal authority on what AI can and cannot do well in a support context.

This role is enterprise-wide in scope. Every program that depends on the Mission Support Desk depends on the quality of what you build and the judgment of the team you lead. Roughly 60% of your time is direct delivery and AI workflow development; 40% is people management, planning, and cross-program coordination. This is not a research role and not a purely managerial one. You are accountable for output that ships and for systems that work.

Key Responsibilities

  • Own the desk's delivery. Be accountable for the full output of the Mission Support Desk across all programs it serves — response quality, turnaround time, and the accuracy of AI-generated outputs. The desk's performance is your performance.
  • Design and operate agentic AI workflows. Build, refine, and maintain the agentic pipelines that support desk operations — including triage, data retrieval, summarization, reporting, and escalation routing. Own the configuration, prompt architecture, and reliability of every workflow in production.
  • Integrate across Orbis products. Work with Catalyst, Pulse, and Discovery to ensure the support desk can access and act on data flowing through the governed data fabric — surfacing the right information at the right time, in the right format, for the right consumer.
  • Set the quality bar. Define what "good" looks like for AI-assisted support output — accuracy standards, human review checkpoints, escalation criteria, and documentation requirements. Hold the team and the systems to it.
  • Manage and develop the team. Lead a team of support specialists. Identify skill gaps, give direct performance feedback, and build pathways for growth as AI tooling evolves. The people you develop are the capability you leave behind.
  • Build and maintain playbooks. Author and continuously improve the standard operating procedures, prompt templates, agent configurations, and escalation runbooks that govern how the desk operates. Nothing should live only in someone's head.
  • Track and report performance. Own the metrics that matter — resolution rate, escalation rate, AI output accuracy, response time, and program satisfaction. Report clearly to program leadership and internal stakeholders, with proposed actions, not just status.
  • Identify and close capability gaps. Recognize when a support need is not served by existing AI tooling, scope the gap clearly, and work with engineering or product teams to close it. Surface problems early with proposed mitigations.
  • Coordinate across programs. Serve as the operational point of contact for program teams consuming support desk services. Translate their requirements into workflow updates and configuration changes without disrupting active operations.
  • Stay current. Track developments in agentic AI tooling, LLM capabilities, and enterprise AI platforms. Assess what is worth adopting, at what pace, and for which programs — and make those calls with confidence.

Required Qualifications

  • 5+ years of professional experience in operations, technical program management, managed services, or AI/data roles
  • Demonstrated experience designing and operating workflows powered by LLM-based agents or agentic AI frameworks (e.g., Claude, GPT-4, LangChain, AutoGen, or equivalents)
  • Proven ability to manage a team and be accountable for its collective output, not just individual contributions
  • Strong working knowledge of prompt engineering, retrieval-augmented generation (RAG), and AI agent orchestration patterns
  • Experience working with enterprise API ecosystems — REST, GraphQL, or pub/sub architectures — at production scale
  • Ability to assess and communicate the reliability and limitations of AI outputs with precision; knows when to trust the model and when not to
  • Excellent written communication — this role produces documentation, SOPs, and performance reports that program leads and executives depend on
  • Comfortably operating in distributed, multi-program environments with competing priorities and shifting program needs

Preferred Qualifications

  • Experience operating within or supporting a government or defense program environment
  • Familiarity with Orbis products: Catalyst (governed data fabric), Pulse (AI-driven data pipeline), or Discovery (analyst intelligence workbench)
  • Background in OSINT, DIGINT, or intelligence analysis workflows and tradecraft
  • Experience with monitoring and observability tooling applied to AI/ML systems in production
  • Familiarity with data governance concepts, federated access control models, and zero-trust architecture
  • Background in customer-facing managed services, technical account management, or enterprise support operations
  • Experience building human-in-the-loop validation workflows that maintain AI output quality without creating operational bottlenecks
  • Fluency with AI-assisted development and productivity tooling (Claude, Copilot, Cursor, or equivalents) as part of daily practice

Physical Requirements

  • Sedentary Work: Primarily performs work in a seated position for extended periods of time; occasionally required to stand, walk, or move about the work area
  • Fine Motor Skills: Regularly required to use hands and fingers to operate a computer keyboard, mouse, and other standard office equipment
  • Vision: Ability to read and view a computer screen for extended periods; close vision and the ability to adjust focus required
  • Hearing & Speech: Ability to communicate clearly and effectively in person, via telephone, and through video conferencing platforms; ability to hear and understand spoken information in a professional setting
  • Lifting: Occasionally required to lift and/or move up to 10 pounds (e.g., files, documents, office supplies)
  • Concentration: Ability to maintain focus and attention to detail in a professional office or remote work environment

Orbis Operations is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, marital status, disability, veteran status, genetic information, or any other characteristic protected by applicable federal, state, or local law.

Orbis Operations is committed to creating an inclusive and diverse workplace where all employees are valued and respected. We encourage applications from all qualified individuals, including those from underrepresented groups.

In accordance with the Americans with Disabilities Act (ADA), Orbis Operations will provide reasonable accommodations to qualified individuals with disabilities throughout the application and employment process. If you require an accommodation, please contact us at [email protected].

Orbis Operations participates in E-Verify and will provide the federal government with your Form I-9 information to confirm that you are authorized to work in the United States.

This contractor and subcontractor shall abide by the requirements of 41 CFR §§ 60-1.4(a), 60-300.5(a), and 60-741.5(a). These regulations prohibit discrimination against qualified individuals because of protected veteran status or disability and require affirmative action by covered prime contractors and subcontractors to employ and advance in employment qualified protected veterans and individuals with disabilities.

Skills Required

  • 5+ years professional experience in operations, technical program management, managed services, or AI/data roles
  • Experience designing and operating workflows powered by LLM-based agents or agentic AI frameworks (e.g., Claude, GPT-4, LangChain, AutoGen)
  • Proven ability to manage a team and be accountable for its collective output
  • Strong working knowledge of prompt engineering, retrieval-augmented generation (RAG), and AI agent orchestration patterns
  • Experience with enterprise API ecosystems at production scale (REST, GraphQL, pub/sub architectures)
  • Ability to assess and communicate reliability and limitations of AI outputs with precision
  • Excellent written communication for documentation, SOPs, and executive-facing reports
  • Comfort operating in distributed, multi-program environments with competing priorities
  • Experience operating within or supporting government or defense program environments
  • Familiarity with Orbis products: Catalyst, Pulse, or Discovery
  • Background in OSINT, DIGINT, or intelligence analysis workflows and tradecraft
  • Experience with monitoring and observability tooling applied to AI/ML systems in production
  • Familiarity with data governance concepts, federated access control models, and zero-trust architecture
  • Background in customer-facing managed services, technical account management, or enterprise support operations
  • Experience building human-in-the-loop validation workflows for AI output quality
  • Fluency with AI-assisted development and productivity tooling (Claude, Copilot, Cursor, or equivalents)
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The Company
160 Employees
Year Founded: 2008

What We Do

Orbis Operations, LLC is a privately-held defense and intelligence firm headquartered in McLean, Virginia. The company provides specialized training, national security advisory services, software engineering, and cyber services to government and commercial clients, including US intelligence agencies and Special Operations. They leverage operational experience to deliver sovereign technology and integration, helping customers convert complex information into decisive mission advantage.

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