7038

7038 (NIST ID: N/A)

Knowledge

Knowledge of metrics to evaluate the effectiveness of machine learning models.

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: AI/Data

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: AI/Data

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.

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

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

Additional KSAT for the following Work Roles

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

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