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AI Architect AI SDLC & Agentic Engineer

Hallmark Global TechnologiesTroy, MI🇺🇸United States

Quick overview

SeniorityMid Senior
Work modeOn Site
LocationTroy, MI, United States
SQLGitAngular.NETJavaLLMPythonGenerative AIAzureReactCI/CDRAG

Job description

Job Title :AI Architect – AI SDLC & Agentic Engineer
Location : Troy Michigan, once onsite weekly
Contract
Experience: 16+ years overall, with strong hands-on experience in software architecture & AI.
Role Overview
•     We are looking for an AI Architect to design and implement an AI-driven Software Development Life Cycle (AI SDLC) using AI
•     agents, specification-driven development, reverse engineering, and forward engineering.
Key Responsibilities
•     Define and implement an end-to-end AI SDLC framework from requirements through development, testing, validation, and
•     deployment.
•     Build AI-driven reverse engineering processes to analyze existing applications, code, database, APIs, UI, and business rules and
•     convert them into structured specifications.
•     Establish Specification-Driven Development (SDD) where approved requirements/specifications drive architecture, code, test
•     cases, and documentation.
•     Design AI agent workflows for architecture, coding, SQL/data model, API, UI, testing, code review, and validation.
•     Implement AI-assisted forward engineering from BRD/FRD/specifications to production-ready application components.
•     Establish automated specification-to-code, specification-to-test, and traceability/validation mechanisms.
•     Define governance, security, quality gates, and human-in-the-loop controls for AI-generated artifacts.
•     Evaluate and integrate tools such as Claude Code, GitHub Copilot, Azure AI, OpenAI, or similar agentic development
•     platforms.
Required Skills
•     Generative AI, LLMs, RAG, AI Agents / Agentic AI
•     AI-assisted software engineering and SDLC automation
•     Reverse & forward engineering
•     Specification-Driven Development
•     Enterprise application architecture
•     .NET/Java, Angular/React, APIs, SQL, Python, Azure/Cloud
•     CI/CD, DevOps, automated testing
•     Prompt/context engineering and LLM evaluation
•     Strong understanding of software architecture, design patterns, and enterprise security
Preferred
•     Experience building an AI SDLC / Agentic Engineering framework from PoC to enterprise adoption.
•     Experience with legacy modernization and AI-based application parity/validation.

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