AI Ecosystem Designer
The AI Ecosystem Designer architecturally composes and orchestrates complex, multi-vendor AI and data toolchains into cohesive, sc…
Skill Guide
Infrastructure as Code (IaC) is the practice of managing and provisioning computing infrastructure through machine-readable definition files, rather than manual configuration or interactive tools.
Scenario
Provision an S3 bucket configured for static website hosting, an Origin Access Identity (OAI), and a CloudFront distribution to serve the content globally with HTTPS.
Scenario
Design and deploy two identical ECS services (blue and green) behind a single Application Load Balancer, with a mechanism to switch traffic for zero-downtime deployments.
Scenario
Architect a primary region (us-east-1) and a hot-standby region (eu-west-1) for a critical application, including a global DynamoDB table with replication, regional ECS clusters, and Route 53 health-checked failover.
Terraform is the industry-standard declarative engine. Pulumi offers imperative control using real programming languages. CloudFormation is AWS-native. OpenTofu is an open-source Terraform fork. Choose based on team skillset, need for abstraction, and cloud strategy.
Mandatory for team collaboration. Provides remote state storage, state locking to prevent concurrent writes, and audit history. Terraform Cloud and Pulumi Cloud offer managed solutions with UI and policy features.
Sentinel/CrossGuard enforce custom policies (e.g., 'all S3 buckets must have encryption'). Checkov/tfsec perform static analysis for security misconfigurations. Infracost estimates cost of infrastructure changes before apply.
Automate the plan/preview -> review -> apply workflow. Spacelift and Env0 are specialized IaC management platforms offering drift detection, approval workflows, and preview environments.
Answer Strategy
The candidate must demonstrate understanding of state vs. reality and operational maturity. Strategy: Define drift, explain detection (`terraform plan` as a detector), and outline a remediation process that doesn't break production. Sample Answer: Drift occurs when actual cloud infrastructure diverges from the Terraform state file, often due to manual console changes. Detection is done via `terraform plan`, which compares state to real resources. In production, I'd run `plan` in a scheduled CI job to generate reports. Remediation depends on intent: for unauthorized changes, I'd restore desired state via `apply`. For approved out-of-band fixes, I'd run `terraform refresh` to update state, then codify the change. A robust process includes change review gates and alerts on drift detection.
Answer Strategy
Tests strategic thinking and vendor-agnostic analysis. Key factors: learning curve, ecosystem, expressiveness, and state management. Sample Answer: I'd evaluate three axes. 1. Learning Curve & Velocity: Pulumi lets the team use familiar Python constructs (loops, functions) immediately, accelerating initial delivery. Terraform's HCL requires learning a new DSL but offers a shallower initial conceptual model. 2. Ecosystem & Governance: Terraform's provider/module registry is massive. Pulumi's policy-as-code in the same language is powerful. 3. Architecture: For highly dynamic infrastructure (e.g., generating resources based on data), Pulumi's imperative nature is superior. For standardized, immutable components, Terraform's declarative model is simpler to reason about. Given the team's Python strength and need for agility, I'd lean towards a Pulumi PoC.
1 career found
Try a different search term.