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Senior Agentic AI Engineer
Estuate Inc.Reston, VA🇺🇸United StatesPosted 14 Aug 2026
Quick Overview
Work Type
Hybrid
Level
Mid Senior
Job Description
Job Title: Senior Agentic AI Engineer
Location: Reston, VA
Duration : 10 Months
Major Responsibilities
- Build Generative AI & Retrieval-Augmented Generation LLM Applications
- Build LLM-powered applications for text generation, summarization, Q&A, conversational AI, enterprise knowledge search, and multi-agent orchestration.
- Develop advanced RAG pipelines using embeddings, Azure AI Search vector and hybrid retrieval, document chunking, metadata filtering, reranking, citations, and grounding techniques with enterprise data.
- Build secure, reliable integrations between AI agents and enterprise tools, REST APIs, relational databases, and event-driven services.
- Develop and maintain user-facing AI application experiences using React and TypeScript, and supporting application services using Node.js or comparable back-end technologies.
- AI Agents & Agentic Automation
- Design and implement single-agent and multi-agent systems for intelligent automation, decisioning, and complex workflows.
- Build autonomous and human-in-the-loop agents that plan, reason, act, and interact with tools, APIs, enterprise data, and event-driven systems.
- Develop agentic workflows using Microsoft Agent Framework, Azure AI Foundry services, or comparable modern orchestration frameworks.
- Implement configuration-driven agent behavior, prompt and tool management, authorization boundaries, and resilient error-handling patterns.
- Define and automate evaluation approaches for agent quality, including groundedness, relevance, citation quality, safety, and regression testing.
- Instrument agent workflows for traces, tool calls, latency, token usage, errors, and operational metrics using OpenTelemetry, Application Insights, or comparable observability platforms.
- Build highly scalable, secure, containerized solutions with CI/CD, health checks, horizontal scaling, and production monitoring.
Education and Experience Requirements:
- Requires a bachelor's degree (or international equivalent) and 8+ years of relevant software engineering experience.
- 2-3 years of hands-on Generative AI, LLM application, or Agentic AI solution development experience.
- Strong software engineering background with experience designing and deploying production-grade cloud applications.
- Experience building front-end applications with React and TypeScript, and back-end services with Node.js or comparable application frameworks.
- Hands-on experience building Generative AI and RAG applications with Azure AI Foundry, Azure OpenAI, Azure AI Search, LLM APIs, embeddings, vector or hybrid search, knowledge retrieval, grounding, and citations.
- Experience with Agentic AI frameworks such as Microsoft Agent Framework, Semantic Kernel, LangGraph, AutoGen, or comparable orchestration frameworks; including single-agent and multi-agent systems, tool-calling workflows, and human-in-the-loop controls.
- Experience evaluating and improving agent quality, including prompt engineering, test datasets, LLM-based evaluation, safety checks, and production feedback loops.
- Strong knowledge of LLMOps, CI/CD, containerization (Docker and Kubernetes), observability, and production operations for AI applications.
- Good understanding of RESTful API principles, asynchronous application patterns, secure integrations, relational databases, SQL, and data-access patterns; familiarity with SQL/NoSQL data stores and data engineering or ETL pipelines.
- Experience working in an enterprise environment with large-scale, secure AI deployments, including identity, authorization, data privacy, compliance, and production monitoring.
- Strong analytical, problem-solving, collaboration, and communication skills.
Skills
Docker
Node.js
SQL
ETL
Azure
Generative AI
Kubernetes
LLM
REST
React
TypeScript
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