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Mid-level generalist data-platform role with common skills and moderate employer brand.
Platform-specific Databricks/Snowflake focus makes skills moderately transferable across industries.
Explicit 2–4 years plus mandated Databricks/Snowflake, AWS, Terraform, Python and SQL.
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Execute migration of data assets, schemas, tables, and notebooks from source to target environments ensuring accurate transfer.
Update, test, and validate data pipelines including modifications of storage paths, API endpoints, and connection strings within a unified architecture.
Provision and manage Databricks workspaces, clusters, warehouses using Terraform and platform APIs; map permissions and monitor migration for zero data loss or downtime.
2-4 years experience in Data Engineering, Platform Operations, or Cloud Operations.
Hands-on experience with AWS services including S3, IAM, EC2, Lambda in multi-account environments.
Practical administration experience with Databricks (clusters, notebooks, jobs) OR Snowflake (warehouses, roles, storage integration).
Proficiency in Terraform for infrastructure provisioning and Python and SQL for scripting and validation.
Experienced in managing large scale data migration projects with focus on minimizing downtime and data loss.
Skilled in cloud infrastructure automation and platform governance within enterprise-grade environments.
Capable of collaborative troubleshooting and resolving complex migration and platform operation issues.