GenAI Architect

Ampcus Inc; Dallas (TX); On-site; USD 180,000 - 240,000; Full time

Job summary

Ampcus Inc. is seeking a senior AI/engineering lead to own end-to-end client delivery and technical direction for an agentic AI platform.

You will translate business requirements into architecture covering RAG pipelines, MCP connectors, and hybrid orchestration across multiple systems, while coordinating with offshore engineers and client stakeholders. Responsibilities include driving integration strategies, MCP design, RAG decisions, and governance participation to ensure successful delivery.

Qualifications

• 12+ years software/AI engineering and enterprise AI or agentic system design experience.
• Hands-on with LlamaIndex or LangChain and vector stores (Pinecone).
• Strong API integration skills (REST, OAuth) and MCP/LLM agent design experience.
• Experience guiding offshore AI/ML teams and coordinating with client stakeholders.

Responsibilities

• Lead architecture across AI layers: RAG, MCP connectors, and agent orchestration.
• Define integration strategy leveraging client APIs to minimize custom build.
• Drive MCP connector design for Appian, ERP, DealCloud, Backstop, Snowflake, Graph DB.
• Make RAG pipeline decisions: chunking, embeddings, retrieval, re-ranking.
• Collaborate with client IT stakeholders to validate use cases.
• Oversee offshore AI/ML engineers and data engineers.

Skills

RAG pipelines

LangChain

LlamaIndex

Pinecone

Azure OpenAI

REST API

OAuth

MCP design

Stakeholder mgmt

Offshore leadership

Tools

Appian

ERP

DealCloud

Backstop

Snowflake

Graph DB

FASTMCP

Job description

Ampcus Inc. is a certified global provider of a broad range of Technology and Business consulting services. We are in search of a highly motivated candidate to join our talented Team.

Role Summary

• Owns end-to-end client delivery for the project team.
• Owns end-to-end technical direction and client alignment for the agentic AI platform.
• Primary technical interface with the client, translating business requirements into architecture spanning RAG pipelines, MCP connectors, and hybrid orchestration across Appian, ERP, DealCloud, Backstop CRM, Snowflake, and Graph DB.
• Project prioritization and SPOC for Persistent for any queries.
• Stakeholder management.
• Risk management.
• Participate in status report and governance meetings.

Responsibilities

• Lead architecture across all AI layers: RAG, MCP connectors (action/data), agent orchestration.
• Define integration strategy leveraging existing client APIs, minimizing custom build.
• Drive MCP connector design for Appian, ERP, DealCloud, Backstop, Snowflake, Graph DB.
• Own RAG pipeline decisions: chunking strategy, embedding model, Pinecone retrieval, re-ranking.
• Collaborate with client stakeholders (business IT) to validate use cases.
• Guide the offshore team (AI/ML engineers, data engineers).

Technology and Skills

• 12 years software/AI engineering; 1-2 years enterprise AI or agentic system design.
• Hands-on RAG: LlamaIndex or LangChain, Pinecone, Azure OpenAI.
• Strong API integration: REST, OAuth.
• MCP / tool-layer design for LLM agents; FASTMCP a strong plus.
• Financial services platforms (DealCloud, Backstop, or similar) advantageous.

Ampcus is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, protected veterans or individuals with disabilities.