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Principal Data Engineer

Job in Milpitas, Santa Clara County, California, 95035, USA
Listing for: BayRockLabs
Full Time position
Listed on 2026-06-24
Job specializations:
  • IT/Tech
    Data Engineering
  • Engineering
    Data Engineering
Salary/Wage Range or Industry Benchmark: 125000 - 150000 USD Yearly USD 125000.00 150000.00 YEAR
Job Description & How to Apply Below

About Bay Rock Labs At Bay Rock Labs, we pioneer innovative tech solutions that drive business transformation. As a leading product engineering firm based in Silicon Valley, we provide full-cycle product development, leveraging cutting-edge technologies in AI, ML, and data analytics. Our collaborative, inclusive culture fosters professional growth and work-life balance. Join us to work on ground-breaking projects and be part of a team that values excellence, integrity, and innovation.

Together, let's redefine what's possible in technology.

We are looking for a highly skilled Senior Data Engineer / Data Architect with deep hands-on expertise in Azure, Databricks, PySpark, Python, SQL, and modern data warehousing
. This role is ideal for someone who has built large-scale data platforms, designed enterprise-grade architectures, and delivered high-quality data products in cloud environments.

Core Technical Expertise
  • Cloud-native architecture design, scalability, and cost optimization
  • Security & governance: RBAC, Managed Identity, Private Endpoints
  • Lakehouse architecture implementation
  • Delta Live Tables (DLT), Unity Catalog
  • CI/CD for Databricks workloads
  • Apache Spark with advanced PySpark transformations
  • Delta Lake architecture & optimization
Programming & Querying
  • Python for automation, data engineering, and orchestration
  • SQL for complex query optimization and analytics engineering
Data Architecture & Engineering
  • Enterprise Data Warehouse (EDW) architecture
  • Dimensional modeling (Star/Snowflake)
  • Data Vault 2.0 modeling
  • Change Data Capture (CDC) implementation
  • Medallion architecture (Bronze/Silver/Gold)
  • Master Data Management (MDM)
Data Products & Analytics Enablement
  • Design and delivery of scalable data products
  • KPI frameworks & enterprise reporting enablement
  • Integration of ERP, SaaS, and operational systems
  • Hybrid Lakehouse + EDW architectures
  • Infrastructure as Code (Terraform, ARM templates)
  • Automated testing (unit, integration, data quality)
  • Monitoring, logging, and observability
Strategic & Leadership Impact
  • Technical roadmap planning and execution
  • Migration from legacy EDWs (Teradata, Oracle, SQL Server) to Lakehouse
Ideal Candidate Profile
  • 5–10+ years of hands‑on experience in data engineering or data architecture
  • Ability to lead design discussions, influence architecture decisions, and mentor teams
  • Strong problem‑solving mindset and passion for modern data engineering
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