Enterprise AI Orchestration Architect, Senior Manager
Booz Allen Hamilton23 days ago
Base Salary
$163k - $303k/yr
Responsibilities
- Build reusable AI agents and intelligent applications for enterprise workflows.
- Develop agent behavior, orchestration, tool integrations, memory architectures, and evaluation capabilities.
- Translate workflows into tested software using model APIs, retrieval, tool calling, and human oversight.
- Design and operate production AI agent systems, including multi-agent coordination, workflow state management, RAG, enterprise API integrations, and observability.
- Create evaluation datasets and regression tests covering task success, groundedness, safety, tool correctness, latency, and cost.
- Design human approval steps, tool permissions, input and output validation, error handling, and fallback behavior.
- Diagnose application failures and distinguish agent defects from data, platform, or customer configuration issues.
- Document interfaces and limitations and collaborate on customer readiness and reusable engineering improvements.
- Partner with Platform, Data, and Forward-Deployed Engineering teams on reusable components, integration contracts, and deployment guidance.
Requirements
- Experience building AI and data solutions on Databricks or equivalent cloud-native AI/ML platforms.
- Experience building maintainable applications and APIs and automated tests using version control and software engineering practices.
- Proficiency in Python or TypeScript.
- Experience integrating large language models into applications, including prompt and context management, structured outputs, and tool calling.
- Experience designing, implementing, and operating production AI agent systems, including agent orchestration, multi-agent coordination, workflow state management, RAG, enterprise API integrations, memory architectures, logging, distributed tracing, and modern agent frameworks such as LangGraph.
- Experience developing evaluation datasets and regression tests for task success, groundedness, safety, tool correctness, latency, and cost.
- Bachelor’s degree and 9+ years of experience delivering full-stack applications or improving production workflows through evaluation and trace analysis, or 10+ years of equivalent experience in lieu of a degree.
Benefits
- Hybrid work arrangement in McLean, Virginia, with additional locations in Bethesda and Washington, D.C.; hybrid employees are expected to work from a Booz Allen or customer facility according to leadership and role needs.
- Health, life, disability, financial, and retirement benefits.
- Paid leave, professional development, tuition assistance, work-life programs, and dependent care.
- Recognition awards and identity verification requirements involving biometrics and camera use during interviews and assessments.
- Regular employees working at least 20 hours per week are eligible for Booz Allen benefit programs, with select offerings for others.
Tech Stack
Categories
About Booz Allen Hamilton
Booz Allen Hamilton builds and integrates software, analytics, AI, cloud, and cybersecurity solutions while providing engineering and consulting services, primarily for U.S. defense, intelligence, and civil government clients, with select commercial partnerships. Its business is largely government contracting and professional services delivering mission systems and cyber defense. Founded in 1914 and headquartered in McLean, Virginia, Booz Allen is a public company traded on the NYSE (ticker: BAH).