Remote Data Architect: Databricks & Agentic AI

HMG AMERICA LLC; United States; Remote; USD 162,000 - 198,000; Full time

Job summary

HMG AMERICA LLC is seeking a Data Architect skilled in the Databricks ecosystem to design agentic AI and data platform solutions on AWS and Databricks. You will work on conversational analytics, agent orchestration, and governance-driven semantic foundations that ground solutions in business context.

The role covers building AI agents, implementing retrieval and grounding with vector search, and shaping the warehouse and lakehouse architecture with strong data modeling.

Qualifications

• Experience designing production Databricks architectures.
• Hands-on with Genie Ontology and Genie AI Gateway.
• Ability to build, validate, and evaluate AI agents on AWS and Databricks.
• Familiarity with AgentBricks or vector search.
• Strong data modeling for warehouse and lakehouse.
• Knowledge of ontology, knowledge graphs, and semantic layers.
• Experience with data cataloging tools and business glossaries.

Responsibilities

• Architect and deliver data and AI solutions across the Databricks ecosystem, applying deep knowledge of Databricks architecture, workspace design, and platform governance.
• Design and implement conversational analytics using Databricks Genie, including Genie Ontology and the Genie AI Gateway.
• Build and orchestrate AI agents in the AWS and Databricks ecosystems, then validate them and run structured evaluations before production.
• Implement retrieval and grounding using Databricks Vector Search and general vector search techniques.
• Define ontology, knowledge graph, and semantic layer foundations that give agents reliable, governed business context.
• Architect data warehouse and lakehouse solutions with sound data modelling across layers.
• Establish data cataloging practices and maintain the business glossary with governance teams.

Skills

Databricks Ecosystem

Databricks Genie

Agentic AI Implementation

AgentBricks & Vector Search

Data Warehouse & Lakehouse

Semantic Foundations

Data Cataloging & Glossary

Ontology & Knowledge Graphs

Job description

HMG AMERICA LLC is seeking a Data Architect skilled in the Databricks ecosystem to design agentic AI and data platform solutions on AWS and Databricks. You will work on conversational analytics, agent orchestration, and governance-driven semantic foundations that ground solutions in business context.

The role covers building AI agents, implementing retrieval and grounding with vector search, and shaping the warehouse and lakehouse architecture with strong data modeling.