Data Architect: Azure, Databricks & AI

Numentica LLC•San Diego, CA
•Onsite

About The Position

Seeking an Enterprise Data Architect to design and modernize enterprise-scale data platforms, focusing on Azure, Databricks, data governance, and AI-ready architectures. This is a contract-to-hire role, with an expected contract period of about 3 to 6 months before conversion to the client’s full-time employee role. The position is onsite in Los Angeles, California, or Houston, Texas. The role combines enterprise architecture strategy with hands-on technical design and implementation. The architect will work with senior technology and business stakeholders and help shape data platforms, governance, and architectures that support analytics and AI.

Requirements

  • 8+ years of experience in Enterprise Data Architecture, Data Engineering, or Data Platform Modernization.
  • Strong hands-on expertise in Azure Databricks, ADLS Gen2, Microsoft Fabric, Synapse, Azure Data Factory, and Spark.
  • Deep understanding of enterprise data modeling, integration, metadata management, data lineage, governance, and security.
  • Strong communication skills and experience collaborating with senior technology and business stakeholders.

Nice To Haves

  • Experience with GenAI, vector databases such as Pinecone, pgvector, or Qdrant, and AI-driven data architectures.
  • Knowledge of enterprise governance tools such as Microsoft Purview, Collibra, Informatica Cloud Data Governance, or Alation.
  • Financial Services industry experience.

Responsibilities

  • Design and modernize enterprise-scale data platforms.
  • Lead enterprise data architecture strategy while contributing hands-on to technical design and implementation.
  • Design lakehouse architectures, AI/ML-ready data platforms, semantic layers, and scalable data pipelines.
  • Collaborate with senior technology and business stakeholders.
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