AI Streaming Data Engineer
An AI Streaming Data Engineer designs, builds, and maintains the real-time data pipelines that fuel modern AI systems, transformin…
Skill Guide
Infrastructure as Code (IaC) principles are the practice of provisioning and managing computing infrastructure through machine-readable definition files, rather than through manual processes or interactive configuration tools.
Scenario
Deploy a static website (e.g., a personal portfolio) using an AWS S3 bucket and CloudFront CDN.
Scenario
Deploy a scalable web application (Load Balancer, Compute Instances, Database) across two AWS Availability Zones using reusable Terraform modules.
Scenario
Design and implement a platform that provisions standardized Kubernetes clusters on both AWS (EKS) and GCP (GKE) using Terraform, with all changes enforced via a GitOps pull request workflow.
Terraform is the industry-standard, cloud-agnostic tool using declarative HCL. CloudFormation is the AWS-native option. Pulumi allows defining infrastructure in general-purpose programming languages (Python, TypeScript). Ansible excels at configuration management and is often used in a hybrid IaC model.
Terraform Cloud provides state management, policy enforcement, and collaboration. Atlantis automates `plan/apply` via pull requests. Checkov and OPA enable static analysis and policy enforcement on IaC templates to ensure compliance and security.
Git is essential for versioning infrastructure definitions. CI/CD platforms (GitHub Actions, GitLab CI) automate testing, planning, and deployment of infrastructure changes, forming the backbone of a robust IaC lifecycle.
Answer Strategy
Demonstrate understanding of Terraform's execution model. The answer should emphasize that `plan` is a dry-run that shows the proposed changes without executing them, allowing for review and preventing unintended modifications. `apply` executes the plan. This separation is a core safety principle enabling peer review, cost estimation, and preventing 'drift' between intended and actual state.
Answer Strategy
This tests incident management and IaC operational maturity. The answer must outline: 1) Immediate manual mitigation if needed (e.g., block public access via console). 2) Root cause analysis in the IaC codebase (who changed it, why?). 3) Code fix in a version-controlled branch. 4) Process improvement: implement a policy-as-code check (e.g., Checkov rule) to prevent recurrence. Stress that the fix must be applied through the IaC pipeline, not just manually.
1 career found
Try a different search term.