Lead Data Engineer - DataBricks

Ilink Digital
Milpitas, CA

Job Title: Lead Data Engineer – Databricks
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Job Summary
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We are seeking a Lead Data Engineer with deep expertise in Databricks to architect, build, and lead scalable data engineering solutions on cloud -based lakehouse platforms. The role combines hands -on technical leadership with solution design, mentoring, and close collaboration with architects, BI, and AI teams.
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Key Responsibilities
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Technical Leadership & Architecture
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  • Lead the design and implementation of Databricks Lakehouse architectures
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  • Define medallion architecture (Bronze, Silver, Gold layers) using Delta Lake
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  • Drive architectural decisions for batch and streaming data pipelines
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  • Establish coding standards, best practices, and reusable frameworks
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    Data Engineering & Databricks
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    • Design and build scalable ETL/ELT pipelines using Databricks (PySpark/SQL/Scala)
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    • Optimize Spark jobs for performance, reliability, and cost
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    • Implement Delta Lake features (ACID, time travel, schema enforcement)
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    • Develop and manage Databricks workflows, jobs, and clusters
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      Cloud & Platform Integration
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      • Architect Databricks solutions on Azure (preferred) or AWS
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      • Integrate Databricks with cloud storage and data services
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        • Azure: ADLS, ADF, Synapse
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        • AWS: S3, Glue, Redshift
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        • Enable BI and analytics consumption (Power BI, Tableau)
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          Governance, Security & DevOps
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          • Implement data governance using Unity Catalog
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          • Define RBAC, data access controls, and security best practices
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          • Enable CI/CD for Databricks using GitHub / Azure DevOps
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          • Use Infrastructure -as -Code (Terraform) for environment management
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            Leadership & Collaboration
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            • Lead, mentor, and grow data engineering teams
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            • Conduct design and code reviews
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            • Collaborate with Data Architects, Product Owners, and stakeholders
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            • Support production releases, monitoring, and incident resolution
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              Required Skills
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              Databricks & Big Data
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              • Expert -level Databricks experience (Azure or AWS)
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              • Strong Spark / PySpark / Spark SQL expertise
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              • Delta Lake and Lakehouse architecture
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              • Streaming (Structured Streaming) experience
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                Cloud & Data Platforms
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                • Strong experience with Azure or AWS cloud platforms
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                • Data orchestration tools (ADF, Airflow, or similar)
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                • Strong SQL and data modeling skills
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                  DevOps & Automation
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                  • Git -based version control
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                  • CI/CD pipelines for data engineering workloads
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                  • Terraform or similar IaC tools
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                    Preferred Qualifications
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                    • Experience with MLflow and MLOps workflows
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                    • Exposure to Microsoft Fabric or Snowflake
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                    • Databricks certifications (Professional Data Engineer / Architect)
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                    • Experience working in Agile environments
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                      Education
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                      • Bachelor’s or Master’s degree in Computer Science, Engineering, or related field
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                        Quick Fit Indicators
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                        ✔ Leads Databricks lakehouse implementations
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                        ✔ Strong Spark optimization and governance expertise
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                        ✔ Mentors and scales engineering teams
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                        ✔ Owns delivery, quality, and platform reliability
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Posted 2026-02-16

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