Databricks & Agentic AI Architect

HMG AMERICA LLC; Massachusetts; On-site; USD 157,000 - 213,000; Full time

Job summary

HMG AMERICA LLC is seeking a Data Architect with deep Databricks expertise to design agentic AI and data platform solutions on AWS and Databricks. The role spans conversational analytics and ontology-driven foundations that ground these solutions in governed business context.

The candidate will architect data warehouse and lakehouse solutions, implement vector search, and build AI agents while ensuring governance and scalable data models for enterprise needs.

Qualifications

• Deep knowledge of the Databricks platform from design to production.
• Hands-on experience with Databricks Genie, Genie Ontology, and Genie AI Gateway.
• Experience in building, validating, and evaluating AI agents on AWS and Databricks.
• Familiarity with AgentBricks and vector search techniques.
• Strong data modelling for warehouse and lakehouse environments.
• Understanding ontologies, knowledge graphs, and semantic layers.
• Experience with data cataloging tools and governance glossaries.

Responsibilities

• Architect and deliver data and AI solutions across the Databricks ecosystem, applying deep knowledge of architecture, workspace design, and governance.
• Design and implement conversational analytics using Databricks Genie, including Genie Ontology and Genie AI Gateway.
• Build and orchestrate AI agents in AWS and Databricks ecosystems, 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 for grounded, governed context.
• Architect data warehouse and lakehouse solutions with strong 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

Job description

HMG AMERICA LLC is seeking a Data Architect with deep Databricks expertise to design agentic AI and data platform solutions on AWS and Databricks. The role spans conversational analytics and ontology-driven foundations that ground these solutions in governed business context.

The candidate will architect data warehouse and lakehouse solutions, implement vector search, and build AI agents while ensuring governance and scalable data models for enterprise needs.