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Tests performance engineering and GIS front-end optimization for large interactive datasets.
Tests spatial data modeling and query skills with PostGIS or SQL Server Spatial.
Tests data validation, reconciliation, and integrity checks for legacy municipal datasets.
Tests debugging approach, collaboration, and validation when domain assumptions are involved.
Tests requirements elicitation and communication with domain experts and non-technical stakeholders.
Tests practical front-end testing, performance tuning, and compatibility strategies.
Tests product thinking, trade-off analysis, and maintainability-focused decision making.
Tests architectural decision-making for where spatial computation should occur.
Tests learning agility and ability to translate domain knowledge into correct software.
Tests API design, security considerations, and integration patterns for municipal data workflows.
Tests data pipeline design, data quality handling, and storage choices for engineering telemetry.
Tests ability to implement domain math correctly and optimize it for production use.
Tests server-side concurrency control and resource management for compute-intensive workloads.
Tests prioritization, planning, and execution under multi-client deadline pressure.
Tests front-end architecture for complex GIS interactions and efficient state management.