Please prioritize candidates with:
10+ years of overall experience with Technical/Solution Architecture or Principal/Lead Engineering background
Strong recent hands-on Agentic AI / GenAI implementation experience
Multi-agent systems, RAG, tool calling, memory and MCP integrations
Hands-on coding with Python, Java and/or Node.js
Full-stack architecture involving React.js / TypeScript, APIs, data and integrations
Strong AWS, Azure or Google Cloud Platform experience
Direct customer-facing discovery, solutioning and technical delivery experience
Production deployment ownership including evaluation, guardrails, security and observability
US Mortgage/Lending experience, preferably origination, underwriting, closing or servicing
LOS/POS or other mortgage platform integration experience is a major advantage
Preferred Agentic AI Frameworks / Skills
LangGraph, Google ADK, AWS Strands, Langflow, MCP, RAG, AI/agent evaluation, guardrails and AI governance.
Quick Resume Screening Matrix
- Overall Experience – 10+ years – MUST
- Agentic AI / GenAI – Hands-on production implementation – MUST
- Coding – Python / Java / Node.js – MUST
- Architecture – Enterprise / Solution / Full-Stack Architecture – MUST
- Customer-Facing Delivery – Discovery, solutioning and stakeholder discussions – MUST
- Cloud – AWS / Azure / Google Cloud Platform – MUST
- RAG / Multi-Agent / MCP – Strong hands-on experience – HIGH PRIORITY
- React.js / TypeScript – Strongly preferred
- US Mortgage / Lending – Highly desirable
- LOS / POS integrations – Highly desirable
- Agent Evaluation / Guardrails / Observability – Preferred
- AI Governance / NIST AI RMF / ISO 42001 – Desirable
- Business Process Re-engineering / ROI / TCO – Desirable
Please Submit
- Candidates who are still hands-on with coding and AI development
- Candidates who have built production-grade Agentic AI / GenAI applications
- Candidates with clear RAG, multi-agent, MCP or agent-tool integration experience
- Candidates who have personally handled customer discovery and architecture discussions
- Candidates who have owned solutions from requirements through production go-live
- Candidates with strong cloud and enterprise integration experience
- Candidates with US Mortgage/Lending and LOS/POS experience should be prioritized
Please Avoid
- Pure Solution/Enterprise Architects who are no longer hands-on with coding
- Project/Program Managers or purely managerial profiles
- Pure Data Scientists / ML researchers without enterprise application delivery experience
- Traditional Full-Stack Developers who only mention GenAI as a keyword
- Prompt Engineering-only profiles
- Candidates whose AI experience is limited to basic chatbot or API integrations
- Mortgage Business Analysts/Product Owners without hands-on engineering experience
- Profiles showing only AI POCs with no evidence of production implementation or delivery ownership