Posted:10 hours ago|
Platform:
Work from Office
Full Time
Lead and mentor a team of data engineers, providing technical direction and career guidance.
Define the target data platform architecture for migrating from on-prem HDFS/Hive to Cloud Object Storage (e.g., AWS S3, Azure Data Lake Storage, or GCP Cloud Storage).
Select and integrate cloud-based compute and query engines (e.g., Spark).
Lead the design of ingestion, transformation, and storage patterns optimized for scalability, cost-efficiency, and performance in the cloud.
Define security, encryption, and compliance controls for sensitive enterprise data in the cloud.
Essential functions
Develop and own the migration roadmap, including phased transition from on-prem to cloud while minimizing business disruption.
Oversee data migration strategies (bulk historical loads, incremental sync, and cutover).
Define and enforce coding standards, CI/CD pipelines, and automated testing for data pipelines.
Partner with Data Architects, Cloud Engineers, and Security teams to align platform design with enterprise standards.
Qualifications
Proven experience leading data engineering teams, including distributed teams across multiple geographies and time zones.
Effective in managing cross-team collaboration with architects, product managers, and operations.
Scala and Python
Apache Spark (batch & streaming) must!
Deep knowledge of HDFS internals and migration strategies.
Experience with Apache Iceberg (or similar table formats like Delta Lake / Apache Hudi) for schema evolution, ACID transactions, and time travel.
Running Spark and/or Flink jobs on Kubernetes (e.g., Spark-on-K8s operator, Flink-on-K8s).
Experience with distributed blob storages like Ceph or AWS S3 and similar
Building ingestion, transformation, and enrichment pipelines for large-scale datasets.
Infrastructure-as-Code (Terraform, Helm) for provisioning data infrastructure.
Strong communication skills
Would be a plus
Experience with Apache Flink
Apple experience preferred (to enable him/her to get up to speed on our tooling set quickly and more independently)
We offer
Grid Dynamics
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