5854

5854 (NIST ID: N/A)

Task

Collaborate with appropriate personnel to address Personal Health Information (PHI), Personally Identifiable Information (PII), and other data privacy and data resusability concerns for AI solutions.

Items denoted by a * are CORE KSATs for every Work Role, while other CORE KSATs vary by Work Role.


Core KSAT for the following Work Roles

AI Risk & Ethics Specialist (Core) ID: 733 (NIST ID: N/A) Workforce Element: Data/AI

Educates those involved in the development of AI and conducts assessments on the technical and societal risks across the lifecycle of AI solutions from acquisition or design to deployment and use.

Data Architect (Core) ID: 653 (NIST ID: N/A) Workforce Element: Data/AI

Designs a system’s data models, data flow, interfaces, and infrastructure to meet the information requirements of a business or mission.

Data Steward (Core) ID: 424 (NIST ID: N/A) Workforce Element: Data/AI

Develops and maintains plans, policies, and processes for data management, data governance, security, quality, accessibility, use, and disposal.

Additional KSAT for the following Work Roles

AI/ML Specialist (Additional) ID: 623 (NIST ID: N/A) Workforce Element: Data/AI

Designs, develops, and modifies AI applications, tools, and/or other solutions to enable successful accomplishment of mission objectives.

Data Operations Specialist (Additional) ID: 624 (NIST ID: N/A) Workforce Element: Data/AI

Builds, manages, and operationalizes data pipelines.

Data Scientist (Additional) ID: 423 (NIST ID: N/A) Workforce Element: Data/AI

Uncovers and explains actionable insights from data by combining scientific method, math and statistics, specialized programming, advanced analytics, AI, and storytelling.