7041

7041 (NIST ID: N/A)

Knowledge

Knowledge of remedies against unintended bias in 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.

AI Test & Evaluation Specialist (Core) ID: 672 (NIST ID: N/A) Workforce Element: Data/AI

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.

Additional KSAT for the following Work Roles

AI Adoption Specialist (Additional) ID: 753 (NIST ID: N/A) Workforce Element: Data/AI

Facilitates AI adoption by supporting the users of AI-enabled solutions.

AI Innovation Leader (Additional) ID: 902 (NIST ID: N/A) Workforce Element: Data/AI

Builds the organization’s AI vision and plan and leads policy and doctrine formation including how AI solutions can or will be used.

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.