| Google Cloud | Associate Cloud Engineer can suit IT professionals who want an operations-oriented cloud credential with deployment, monitoring, and access/security coverage. | Google recommends 6+ months hands-on experience and says the exam assesses cloud environment setup, implementation, operations, and access/security. |
| AWS | Cloud Practitioner can help programmers and traditional IT professionals build shared cloud vocabulary before moving to a deeper AWS technical path. | AWS states CLF-C02 validates overall AWS Cloud knowledge independent of a specific job role and covers concepts, security, technology, and billing. |
| Microsoft Azure | Azure Fundamentals AZ-900 can suit professionals coming from Microsoft-heavy workplaces, enterprise IT, identity, administration, or governance contexts. | Microsoft describes AZ-900 as a common starting point toward an Azure career and lists cloud concepts, architecture, services, management, and governance. |