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Niche Databricks/Unity Catalog skillset reduces candidate pool and competition.
Role requires specific Databricks, Unity Catalog, and DataOps experience, limiting cross-industry transferability.
Explicit 5+ years requirement and mandatory Databricks, Unity Catalog, Terraform, and CI/CD filters make shortlisting strict.
Automate and orchestrate Databricks Jobs/Workflows and CI/CD pipelines for data workloads including batch and SQL.
Implement and operate Unity Catalog at scale, including catalog/schema provisioning, RBAC standardization, security, audit, and migration processes.
Maintain high data platform reliability and data quality by defining SLOs, implementing quality checks, and leading incident response efforts.
5–8+ years of experience in DataOps for data platforms with senior-level expertise.
Hands-on experience with Databricks components: Workflows/Jobs, Delta Live Tables, Delta Lake, Repos, SQL Warehouses.
Strong skills in Unity Catalog automation including grants and migration, Terraform with Databricks provider, Databricks SDK/CLI/REST, and CI/CD tools like GitHub Actions or Azure DevOps.
Proficiency in Python and SQL, with basic understanding of Spark job configuration and tuning.
Experienced in building automated, parameterized, and templatized data workflows and governance at scale on Databricks.
Skilled in infrastructure-as-code automation and governance for complex data platforms, including security enforcement and audit capabilities.
Capable of driving operational excellence with focus on data pipeline SLAs, incident management, and data quality assurance.