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Databricks Administrator
General Dynamics Information Technology. Administer and maintain Databricks workspaces across development, test, and production environments .
Tech Stack
Tools & technologiesAzureCloudETLJenkinsPythonSparkTerraformUnity
About the role
Key responsibilities & impact- Administer and maintain Databricks workspaces across development, test, and production environments
- Configure and manage clusters, pools, jobs, and workflows for ETL, streaming, and machine-learning workloads
- Monitor platform health, capacity, and performance and resolve issues proactively
- Manage Databricks runtime versions, libraries, cloud-storage integrations, and data-service integrations
- Implement backup, recovery, and business-continuity procedures
- Configure and maintain IAM roles, groups, and permissions
- Implement security best practices, including encryption, network controls, and data-access policies
- Collaborate with security and compliance teams on organizational and regulatory requirements
- Support data-governance standards including Unity Catalog, catalogs, schemas, tables, and permissions
- Optimize cluster configurations, autoscaling, and job scheduling for performance and cost
- Analyze usage metrics and costs and implement cost-control and chargeback/showback strategies
- Recommend and implement platform-tuning strategies for large-scale data workloads
- Partner with data engineers, analysts, and data scientists to understand workload requirements and recommend Databricks best practices
- Provide Tier 2/3 support for Databricks incidents and service requests
- Develop and maintain platform documentation, runbooks, and standard operating procedures
- Conduct user onboarding, training, and knowledge-sharing sessions
- Automate workspace and cluster provisioning, configuration, and policy enforcement with Infrastructure as Code
- Integrate Databricks with CI/CD pipelines for code deployment and environment management
- Support version-control best practices for notebooks, jobs, and configuration
Requirements
What you’ll need- 8+ years of experience administering cloud-based data platforms or big data environments
- Hands-on administration experience with Databricks
- Bachelor’s degree in Computer Science, Information Systems, Engineering, or related field, or four additional years of relevant work experience in lieu of a relevant four-year degree
- Strong understanding of Databricks workspaces, clusters, jobs, pools, and notebooks
- Knowledge of cloud storage such as Azure Data Lake Storage, S3, or GCS
- Knowledge of networking concepts
- Experience with identity and access management in the relevant cloud provider
- Experience with Python, PowerShell, or Bash scripting and automation
- Familiarity with Spark concepts and performance considerations
- Experience monitoring and troubleshooting platform performance and reliability issues
- Strong problem-solving and analytical skills
- Ability to communicate complex technical concepts to technical and non-technical audiences
- Customer-focused mindset and commitment to reliability and service quality
- Ability to work independently and collaboratively in a fast-paced, agile environment
- Must obtain and maintain a Public Trust
- Must provide onsite fingerprinting at a designated facility
- U.S. residency for the last five years, subject to specified absence limits
- Less than 10% travel
- Preferred: Databricks certifications
- Preferred: Unity Catalog and fine-grained data access controls
- Preferred: CI/CD tools such as Azure DevOps, GitHub Actions, or Jenkins
- Preferred: Infrastructure as Code, especially Terraform
- Preferred: Log aggregation and monitoring tools
- Preferred: Delta Lake, structured streaming, and data Lakehouse architectures
- Preferred: Enterprise security and compliance experience
Benefits
Comp & perks- Comprehensive medical plan options, including plans with Health Savings Accounts
- Dental plan options
- Vision plan
- 401(k) plan with pre-tax and post-tax contributions and company match
- Full flex work weeks where possible
- Paid vacation, sick, personal, holiday, parental, military, bereavement, and jury duty leave
- Typically 15 days of paid leave per calendar year
- Additional 10 paid holidays per year
- Up to 160 hours of paid family leave in a rolling 12-month period for eligible employees
- Short- and long-term disability benefits
- Life insurance
- Accidental death and dismemberment insurance
- Personal accident insurance
- Critical illness insurance
- Business travel and accident insurance
- AI-powered career tool identifying career steps and learning opportunities
- Internal mobility team
- Wellness packages
- Competitive pay
- Military-friendly workplace
- Identity verification and security process