Choose a track by role and experience. The certification catalog now includes business AI literacy, data practice, and security operations alongside established cloud engineering paths.

Content reviewed: October 25, 2026
Current paths
| Level | Selected credentials |
|---|---|
| Foundational | Cloud Digital Leader; Generative AI Leader |
| Associate | Cloud Engineer; Data Practitioner; Google Workspace Administrator |
| Professional cloud roles | Cloud Architect; Cloud Developer; Cloud DevOps Engineer; Cloud Network Engineer |
| Professional data & security | Data Engineer; Cloud Database Engineer; Machine Learning Engineer; Cloud Security Engineer; Security Operations Engineer |
Changes to watch
Professional Agentic Architect is advertised with a general-availability exam launch in mid-November, after this October 25, 2026 review. Check the official page for launch status rather than assuming it is already generally available.
Google is updating exams for product changes announced at Next ’26, including Gemini platform naming. Use the exam guide for the version you will sit; familiar legacy service names may still occur in study material.
A useful preparation sequence
- Use a foundational track if you need a conceptual baseline; it is not a universal prerequisite.
- Practice organization, project, identity, network, and logging decisions in a controlled lab.
- Choose the professional credential that matches your actual responsibilities.
- Use Google Skills learning paths and the credential-specific guide; verify renewal and exam policies before scheduling.
Sources & further reading
Original certification chart
Retained from the previous site for reference. This older chart is historical; use the updated paths above and the official catalog for current exam availability.
