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Senior AI Agent Engineer

Job

AVM Consulting Inc

Remote

Full-Time

Posted 6 days ago (Updated 2 days ago) • Actively hiring

Expires 7/22/2026

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Job Description

Senior AI Agent Engineer at AVM Consulting Inc Senior AI Agent Engineer at AVM Consulting Inc in Great Falls, Virginia Posted in 1 day ago.

Type:

full-time

Job Description:

Senior AI Agent Engineer - Agentic Software Development Summary AI Engineer with expertise building agentic software development platforms using AWS, Strands Agents, Bedrock, Neptune, RDS, Step Functions, and Python. Experienced in code understanding, specification-driven development, automated test generation, evaluation frameworks, and AI-powered SDLC acceleration. Keywords Agentic AI AWS Bedrock Strands Agents Software Development Lifecycle (SDLC) Code Understanding AST Parsing Source Code Analysis Knowledge Graphs (Neptune) Evaluation Frameworks (Evals) Test Automation Spec-Driven Development RAG Python Step Functions ECS / Lambda Vector Search GitHub Copilot Autonomous Agents Key Experience Built AI agents that ingest source code repositories and construct structured knowledge graphs of applications. Developed agentic workflows that transform requirements, Jira stories, and code changes into executable test cases. Implemented grounding systems using Neptune, RDS, and vector retrieval to eliminate hallucinations. Designed evaluation frameworks combining deterministic validation, sandbox execution, mutation testing, and calibrated scoring. Built AI-powered code review, impact analysis, dependency mapping, and automated remediation workflows. Developed autonomous coding agents capable of understanding existing codebases and generating tests, documentation, and implementation recommendations. Created provenance, lineage, and traceability systems for AI-generated software artifacts. Leveraged Strands Agents and Bedrock to orchestrate multi-step software engineering workflows.

Other Details:

Location:

Reston VA (Onsite), could be open to Remote depending on experience

Client:

Fannie Mae The difference between something good and something great is attention to detail - AVM Consulting .