2. Associate roles and services
AWS Services
| Service | Purpose | Associated Role |
|---|---|---|
| EC2 | Scalable virtual servers for compute, ideal for hosting custom workloads. | Infrastructure Engineer / Developer |
| S3 | Secure object storage for backups, archiving, and data distribution. | Data Engineer / Developer |
| Lambda | Serverless computing to run code on demand without provisioning servers. | Developer |
| RDS | Managed relational databases for scalable, cost-effective data operations. | Database Administrator / Developer |
| DynamoDB | Fully managed NoSQL database offering fast and flexible performance. | Database Administrator |
| IAM | Centralized management of user access and permissions across AWS services. | Security Admin |
| CodeCommit | Managed Git repositories for source control and collaborative development. | Developer |
| CloudWatch | Monitoring and observability service for AWS resources and applications. | DevOps / SRE |
GCP Services
| Service | Purpose | Associated Role |
|---|---|---|
| Compute Engine | Scalable virtual machines for general-purpose computing. | Infrastructure Engineer |
| Cloud Storage | Durable object storage for unstructured data and backup solutions. | Data Engineer / Developer |
| Cloud Functions | Serverless execution environment for event-driven computing. | Developer |
| Cloud SQL | Managed relational database service supporting MySQL, PostgreSQL, and SQL Server. | Database Administrator / Developer |
| BigQuery | Serverless, highly scalable data warehouse designed for analytics. | Data Analyst / Data Engineer |
| IAM | Centralized identity and access management for all GCP services. | Security Admin |
| Cloud Source Repositories | Private Git repositories for source code management and collaboration. | Developer |
| Stackdriver Monitoring | Integrated monitoring, logging, and diagnostics for cloud applications. | DevOps / SRE |
Azure Services
| Service | Purpose | Associated Role |
|---|---|---|
| Virtual Machines | Scalable compute instances supporting a wide range of workloads. | Infrastructure Engineer |
| Blob Storage | Object storage solution for unstructured data, backups, and archives. | Data Engineer / Developer |
| Functions | Serverless compute service to execute code based on events. | Developer |
| SQL Database | Fully managed relational database with built-in performance and intelligence. | Database Administrator / Developer |
| Cosmos DB | Globally distributed, multi-model database service for high performance needs. | Database Administrator |
| Active Directory | Identity and access management for cloud resources and on-premises integration. | Security Admin |
| Azure Repos | Git repository hosting for version control and collaborative development. | Developer |
| Monitor | Comprehensive solution for collecting, analyzing, and acting on telemetry data. | DevOps / SRE |