Own day-to-day administration of the Databricks environment on AWS, including workspace configuration, cluster policies, user and group management, access controls, and cost governance.
Design and evolve the Cardlytics Databricks architecture; establish reference architectures and standards for batch, streaming, and ML workloads.
Drive adoption of Unity Catalog for centralized RBAC, column-level security, data lineage, and metadata management; implement and maintain security best practices including encryption and audit logging.
Monitor platform health, define SLAs, and lead performance tuning for Spark jobs, Delta tables, and SQL warehouses; own incident response and root-cause analysis.
Serve as the primary technical partner for Analysts, ML Engineers, and Business users; develop self-service guides, onboarding materials, and best-practice documentation to reduce friction across all user groups.
Own the CI/CD strategy for Databricks deployments using Terraform, GitHub Actions, and Databricks Asset Bundles; enforce DevOps practices across the team.
Lead and mentor a small team of data/platform engineers; provide technical direction, drive engineering excellence, and manage the Databricks vendor relationship.
Requirements
7+ years of experience in data engineering or data platform roles, with at least 2 years in a technical lead or architecture capacity.
Deep, hands-on expertise with the Databricks platform: Delta Lake, Spark (PySpark), Databricks SQL, Unity Catalog, Workflows, and cluster management on AWS.
Proven experience designing and delivering Lakehouse architectures and large-scale ELT/ETL pipelines in production environments.
Proficiency in Infrastructure as Code tools, preferably Terraform.
Demonstrated experience supporting diverse stakeholder groups including Analysts, ML Engineers, and non-technical Business users.
Strong understanding of data governance, data modeling, and cloud security best practices.
Excellent communication and collaboration skills, with the ability to translate technical concepts for non-technical audiences.
Tech Stack
AWS
Cloud
ETL
PySpark
Spark
SQL
Terraform
Unity
Benefits
Flexible paid time off plus company holidays
Medical, dental, and vision insurance begins on your first day
401(k) retirement plan with company match, plan also includes a student loan debt repayment option
Employee Stock Purchase Plan
Educational assistance for continuing education
Lifestyle Spending Account for physical, emotional, and financial wellness
Complimentary Calm app subscriptions to support employee mental health and wellbeing