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HMG AMERICA LLC

Lead Data Engineer (Databricks)

Full Time · In Office · USA

Posted Oct 20, 2026

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  • Job Title: Lead Data Engineer (Databricks)
  • Employment Type: Fulltime
  • Location: [Remote]
  • Job Summary
  • We are seeking an experienced Lead Data Engineer (Databricks) with a strong background in IT consulting and professional services to lead end-to-end cloud data enterprise initiatives. In this role, you will act as a trusted technical advisor to client stakeholders while leading the architecture, design, and execution of scalable Lakehouse platforms on AWS using Databricks.
  • The ideal candidate possesses exceptional client engagement abilities, deep hands-on expertise with the Databricks Medallion Architecture, Unity Catalog, and Delta Live Tables (DLT), along with a proven track record of migrating legacy data warehouses to modern AWS data ecosystems.
  • Key Responsibilities
  • 1. Solution Architecture & Technical Leadership
  • Lakehouse Architecture: Architect, design, and implement scalable, enterprise-grade data platforms on AWS using the Databricks Lakehouse architecture.
  • Medallion Architecture: Establish robust data architecture patterns across Bronze, Silver, and Gold layers for both real-time streaming and batch processing pipelines.
  • Data Governance & Security: Implement fine-grained access control, governance, data lineage, and audit trails using Databricks Unity Catalog, AWS IAM, and KMS.
  • Performance & Cost Optimization: Optimize cluster configurations, auto-scaling parameters, and Delta Lake performance techniques (Z-Ordering, Liquid Clustering, compaction).
  • Ecosystem Integration: Seamlessly integrate AWS-native services (S3, AWS Glue, Lambda, EventBridge, Redshift, Athena, Secrets Manager) with Databricks.
  • 2. Client Engagement & Strategic Advisory (Consulting)
  • Stakeholder Management: Lead discovery workshops, technical assessments, and architecture reviews with C-level executives, VPs of Engineering/Data, and Enterprise Architects.
  • Technical Roadmaps: Translate complex business requirements into solution blueprints, high-level architecture diagrams, technical roadmaps, and Statements of Work (SOWs).
  • Legacy Modernization: Drive client migration strategies from legacy data warehouses (e.g., Teradata, Netezza, Snowflake, On-Prem Hadoop) to AWS Databricks.
  • Best Practices Guidance: Educate clients on cloud data best practices, FinOps/cost optimization strategies, and modern Lakehouse paradigms.
  • 3. Team Leadership, CI/CD & DevOps
  • Technical Mentorship: Guide, direct, and mentor cross-functional teams of Data Engineers, Analytics Engineers, and DevOps Engineers.
  • Infrastructure as Code (IaC): Enforce IaC best practices using Terraform or CloudFormation for automated enterprise workspace and cluster deployments.
  • DevOps & Automation: Build and maintain CI/CD pipelines for Databricks notebooks, Delta Live Tables (DLT), and Spark jobs across multi-environment setups (Dev, Test, Prod).
  • Qualifications & Requirements
  • Education: Bachelor’s or Master’s degree in Computer Science, Data Engineering, Information Technology, or a related field.
  • Technical Expertise:
  • 8+ years in Data Engineering with at least 3+ years in a Lead/Architect capacity.
  • Deep experience with Databricks, PySpark/Scala, Delta Lake, Unity Catalog, and Delta Live Tables (DLT).
  • Hands-on experience with AWS Cloud Data Ecosystem (S3, Glue, Lambda, EMR, Redshift, IAM).
  • Proficiency in Python, SQL, and Spark SQL performance tuning.
  • Strong experience with Infrastructure-as-Code (Terraform) and CI/CD tools (GitHub Actions, Azure DevOps, Jenkins).
  • Consulting & Soft Skills:
  • Exceptional verbal and written communication skills with the ability to articulate complex technical ideas to executive audiences.
  • Strong problem-solving skills and client-facing advisory experience.

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Lead Data Engineer (Databricks)

HMG AMERICA LLC

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