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Tests migration planning, validation, and controls to maintain data quality during cloud transitions.
Tests SQL proficiency and decision-making for duplicate handling in financial transaction data.
Tests reconciliation methodology and accuracy controls across multiple source systems.
Tests lineage practices and ability to justify them for regulatory and audit needs.
Tests communication skills and stakeholder management for technical data challenges.
Tests prioritization, planning, and ability to manage workload across data demands.
Tests incident response, debugging approach, and production reliability thinking.
Tests understanding of SQL join semantics and correct use in warehouse modeling.
Tests practical data cleaning and transformation skills for messy, real-world datasets.
Tests performance tuning for large financial datasets across SQL and Python workloads.
Tests judgment in balancing speed and governance in a regulated financial context.
Tests collaboration skills, conflict resolution, and maintaining productive team dynamics.