AI Application & Integration Engineer

PeopleTec is currently seeking an AI Application & Integration Engineer to support our Huntsville, AL location.

PeopleTec is seeking an AI Application & Integration Engineer to support the development and deployment of an AI-powered training ecosystem serving DoW customers. This engineer will work directly with analysts, subject matter experts, and program leadership to build and maintain the full application stack, from FastAPI services and front-end UX flows to Azure-hosted AI pipelines and RAG-based document intelligence.

A strong emphasis is placed on hands-on Python and cloud integration experience, as these are essential for building reliable ingestion pipelines, wiring generative AI capabilities into production interfaces, and maintaining the developer tooling that keeps the team moving. The selected candidate will own features end-to-end, bridging the application layer and the AI backend without requiring a large team around them.

Duties:

• Design, implement, and maintain FastAPI endpoints and background jobs: file upload/processing, search/query, webhook handlers, and long-running task management
• Build and maintain the front-end application: multi-page UX flows, upload modals, client-side validation, and fallbacks for async operations
• Implement and maintain OIDC PKCE / OAuth2 flows for CAC authentication, session management, and secure credential handling
• Apply application-layer security controls: CORS, CSRF protections, content security policies, secure cookies, and session rotation
• Build document ingestion pipelines for PDFs, Office files, images, and HTML: text extraction, OCR, chunking, and deduplication tuned for LLM token budgets
• Implement embedding workflows (batch and incremental) and manage vector storage via Azure Cognitive Search, Chroma, or FAISS with Azure Blob backing
• Implement RAG orchestration: retriever → ranker → LLM reader, with verifiable citations and configurable answer policies
• Integrate Azure OpenAI Service and other Azure-hosted LLMs; provide adapter layers enabling provider switching with minimal code changes
• Create prompt libraries and safe-mode wrappers for SOP extraction, procedure QA, summarization, and PII/PHI redaction per DoD data handling requirements
• Integrate app endpoints with Palantir Foundry, AIP agents, and Azure AI Services; handle eventual consistency, retries, and error recovery
• Instrument telemetry to Azure Application Insights / Log Analytics; configure alerts for hallucination spikes, latency regressions, and error rates
• Ship and maintain local dev tooling (docker-compose / devcontainer) for developer parity with production environments
• Contribute to ATO documentation, data flow diagrams, and security review artifacts as needed
• Participate in program reviews, sprint demos, and government customer demonstrations as a technical representative

Required Skills/Experience:

• 3+ years of hands-on experience building production Python/FastAPI or equivalent backend services
• Active Secret security clearance (U.S. citizenship required)
• Demonstrated experience integrating Azure AI services (Azure OpenAI, Cognitive Search, Form Recognizer, Application Insights, or equivalents)
• Proficiency with RAG architectures: chunking strategies, vector embeddings, retrieval tuning, and LLM answer generation
• Experience with OIDC/OAuth2 authentication flows, including CAC/PIV or equivalent certificate-based auth patterns
• Front-end development skills sufficient to build and maintain functional, analyst-facing UIs
• Comfortable in containerized development environments (Docker, devcontainers)
• Understanding of RMF, ATO, and cybersecurity compliance processes within the DoD
• Must be a U.S. Citizen

• An active DoD Secret clearance is required to perform this work. Candidates are required to have an active Secret clearance or the ability to obtain one, as well as to maintain this level of clearance during their employment.

Education Requirements:

• Bachelor’s degree (BA/BS) with 3+ years of relevant experience, or 7+ years of relevant experience in lieu of a degree.

Desired Skills:

• Active Secret clearance or eligibility
• Experience working within DoD IT environments, Azure Government Cloud, or on programs with ATO requirements
• Familiarity with Palantir Foundry, AIP agents, or similar defense-context data/AI platforms
• Experience with prompt engineering, safe-mode wrappers, or PII/PHI redaction in regulated environments
• Prior work on VTE.mil, NIPR/SIPR web applications, or Army Aviation training systems
• Experience writing or contributing to ATO packages, RMF artifacts, or STIG compliance documentation
• Background in DevSecOps or secure cloud-native application development

People First. Technology Always.

PeopleTec, Inc. is an employee-owned small business founded in Huntsville, AL that provides exceptional customer support by employing and retaining a highly skilled workforce.

Culture: The name "PeopleTec" was deliberately chosen to remind us of our core value system - our people. Our company's foundation was built on placing our employees and customers first. With an award-winning atmosphere, we have matured into a company that boasts the best and brightest across multiple technical fields.

Career: At PeopleTec, we value your long-term goals. Whether it's through our continuing-education opportunities, our robust training programs, or our "People First" benefits package, PeopleTec truly believes that our best investments are our people.

Come Experience It.

#cjpost #dpost

EEO Statement

PeopleTec, Inc. is an Equal Employment Opportunity employer and provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in its job application procedures. If you have any difficulty using our online system and you need an accommodation due to a disability, you may use the following email address, applicationhelp@peopletec.com and/or phone number (256.319.3800) to contact us about your interest in employment with PeopleTec, Inc.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, citizenship, ancestry, marital status, protected veteran status, disability status or any other status protected by federal, state, or local law. PeopleTec, Inc. participates in E-Verify.