Jobs · Engineering

Solutions Architect 4 (Data Architect)

Edgewater Technical Associates, LLC · Los Alamos, NM · 4 wk ago
EngineeringFull-time

About the role

The Data Architect will be using agile methodologies to design, build, and transform business solutions through an ERP Modernization effort and beyond to stabilization. As a member of the Business Applications and Data Services group (ADS-BADS), you will focus on executing an enterprise-wide data strategy to modernize our core operational data store and transition to a cutting-edge, scalable data platform.

Responsibilities

  • Advise on the Databricks reference architecture covering Lakeflow, Delta Lake, Unity Catalog Mosaic AI, Databricks SQL, and Databricks Apps
  • Provide hands-on guidance on Databricks full-stack solution design
  • Advise on design of both data movement (e.g. batch, real-time streaming) and zero-copy patterns
  • Guide platform migrations from legacy SQL and document stores onto Databricks and related cloud data platforms
  • Recommend security, governance, and compliance-as-code: Unity Catalog ABAC, governed tags, row filters/column masks, key management, networking security and compliance security profiles
  • Advise on design of segregated/tiered data pool architectures aligned to the organization's data classification policy and applicable regulatory requirements, including cross-tier data movement
  • Recommend FinOps and performance standards, workload and cost management
  • Mentor data engineers, analysts, and AI/ML teams participate in architecture reviews and contribute to standards
  • Work with information & cyber security, and other teams as needed for compliance to policies and standards
  • Evaluate emerging Databricks capabilities and recommend adoption strategies, including endpoint integrations with third parties as they evolve

Requirements

  • Masters/15+ years of experience; additional experience may be considered in lieu of experience
  • 7+ years designing, building, and operating Databricks workloads with medallion layer architecture
  • Certifications: Oracle ERP Cloud and SAP
  • Hands-on experience with Delta Lake, Unity Catalog, Spark Structured Streaming, Lakeflow (or DLT/Live Tables), Databricks SQL, MLflow, and Mosaic AI Model Serving
  • Strong experience in cloud architecture supporting the platform (VPC/VNet, Security, S3/ADLS, KMS, etc.)
  • Proven experience migrating enterprise data workloads from legacy/on prem data warehouse/lake to Databricks
  • Production streaming and CDC experience
  • Depth in security and governance: Unity Catalog policies (ABAC), classification, encryption, access auditing, compliance-to-control translation
  • Hands-on experience designing multi-tier Databricks architectures driven by data classification requirements
  • Strong Python and SQL, Spark, Notebooks
  • Excellent verbal and written communication skills

Qualifications

  • Previous government experience
  • Active Databricks certifications
  • GenAI and agent systems on Databricks experience
  • Delta Sharing and Databricks Clean Rooms for controlled, governed data exchange across organizational/cross-tier/system boundaries
  • Familiarity with Oracle EBS and SAP enterprise data
  • Experience with SAP BDC/DataSphere and Databricks integration to SAP BDC, with zero-copy patterns
  • Lakeflow Designer, Databricks Apps, Genie, Databricks One
  • CI/CD, Infrastructure-as-Code (e.g. Terraform) for data platforms
  • Experience in designing, building, and supporting BI reporting layers
  • Data Quality and Data Governance experience
  • Prior experience in regulated industries (e.g. utilities, life sciences, government services) and exposure to related frameworks (e.g. FERC/NERC, HIPAA, GxP, GDPR, FedRAMP, ITAR, etc.)

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