Test AI systems to find out where they work, where they fail and whether they meet the requirements. Report evidence and concerns so leaders and users can make informed decisions.
Official DCWF role 672 — AI Test & Evaluation Specialist: 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.
The cyber connection: AI testing includes security, reliability and attacks designed to fool a model. Only run security tests in systems and environments where you have permission.
Who this is for: Grades 9–12, college students and early career learners. DCWF describes the work performed; job titles and employer requirements can differ.
Data and AI careers benefit from understanding threats and protected information. These free activities from GamingForLearning.com build security awareness alongside the role-specific projects in Education Routes.
These related DCWF roles show different ways to work with data, AI and responsible technology.
Reference: DCWF 5.3, 09/25/2026. Role definition and Data/AI element: “Work Roles” tab. Selected core tasks, knowledge and skills: “DCWF Tool” tab, work role 672. Source workbook: (U) 2026-09-25 DCWF Tool v5.3.
Career routes, portfolio projects and example schedules are learning guidance. Certifications are suggested categories, not official DoD qualification claims.