Data Transfer & Storage Coordination Direct the Studio’s data movement suite, maintaining high efficiency, reduced latency, and consistent reliability for batch and streaming transfers across multiple storage platforms (e.g., S3, ADLS, GCS, HDFS, relational databases, and data warehouses). Coordinate connector connectivity, throughput efficiency, error-handling mechanisms, and schema evolution during cross-storage data migrations and replication tasks. Drive self-service ingestion frameworks, allowing customers to easily register new data sources and targets without manual infrastructure setup.
- Workflow Orchestration & Pipeline Management
Take responsibility for the operational health and user experience of the pipeline orchestration engine within the Studio (e.g., DAG-based scheduling, event-driven triggers, dependency management). Define standards and guidelines for customer pipeline development, ensuring fault tolerance, automatic retry policies, and backfilling capabilities. Maintain pipeline observability, providing customers with comprehensive monitoring dashboards, real-time logging, and configurable alerting for job failures or bottlenecks.
- Customer Enablement & Platform Operations
Act as the functional owner and advocate for Studio users, streamlining onboarding, documentation, template creation, and self-service workflows. Monitor compute and network costs associated with large-scale data transfers and processing workloads, establishing prioritization quotas and cost-optimization practices. Troubleshoot customer partner concern issues related to pipeline execution failures, lockouts, or network efficiency bottlenecks between storage tiers.
- Data Governance & Security Oversight
Ensure all cross-storage data movements align with organizational security policies, encryption standards (in-transit and at-rest), and compliance frameworks (e.g., GDPR, SOC 2, HIPAA). Coordinate identity management, granular credential mapping, and Role-Based Access Control (RBAC) across external storage endpoints and Studio pipeline tasks.