Required knowledge and skills: Knowledge of computer hardware, software, and networking; SQL and relational databases; application integration and APIs; data analysis and visualization; geographic information systems (GIS) and spatial data; artificial intelligence (AI), generative AI, and automation technologies; cybersecurity, privacy, and responsible-use considerations; and business analysis, requirements gathering, process improvement, project coordination, vendor management, and basic business principles. Skilled in analyzing business, end-user, and system needs; documenting requirements and processes; configuring and integrating enterprise applications; developing reports, dashboards, maps, and analytical products; evaluating AI-enabled and emerging technology solutions; coordinating with vendors and project stakeholders; preparing and conducting training; and communicating effectively with technical and non-technical audiences.