Build and run data pipelines: repeatable processes that collect, clean and move information so people and applications can use it.
Official DCWF role 624 — Data Operations Specialist: Builds, manages, and operationalizes data pipelines.
The cyber connection: A data pipeline needs safe code, controlled access and checks that prevent sensitive information from reaching the wrong place. Watch for broken imports and unexpected changes.
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 624. 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.