Knowledge of how to collect, store, and monitor data.
Core KSAT for the following Work Roles
No Work Roles with Core KSAT 7029
Additional KSAT for the following Work Roles
Performs testing, evaluation, verification, and validation on AI solutions to ensure they are developed to be and remain robust, resilient, responsible, secure, and trustworthy; and communicates results and concerns to leadership.
Designs, develops, and modifies AI applications, tools, and/or other solutions to enable successful accomplishment of mission objectives.
Analyzes and interprets data from multiple disparate sources and builds visualizations and dashboards to report insights.
Designs a system’s data models, data flow, interfaces, and infrastructure to meet the information requirements of a business or mission.
Holds responsibility for developing, promoting, and overseeing implementation of data as an asset and the establishment and enforcement of data-related strategies, policies, standards, processes, and governance.
Builds, manages, and operationalizes data pipelines.
Uncovers and explains actionable insights from data by combining scientific method, math and statistics, specialized programming, advanced analytics, AI, and storytelling.
Develops and maintains plans, policies, and processes for data management, data governance, security, quality, accessibility, use, and disposal.
Administers databases and/or data management systems that allow for the storage, query, and utilization of data.