Q1
Design a CI/CD pipeline for a microservices application that needs to deploy to multiple cloud environments (dev, staging, production). What tools would you choose, and how would you handle secrets management and infrastructure validation?
Why they ask this:* Platform Engineers must architect scalable deployment systems; this tests knowledge of pipeline orchestration, IaC, security practices, and multi-environment management.
Q2
Explain how you would implement autoscaling policies for a Kubernetes cluster running variable workloads. What metrics would you monitor, and how would you prevent thrashing or over-provisioning?
Why they ask this:* This assesses understanding of container orchestration, resource optimization, and cost management—core responsibilities of a Platform Engineer.
Q3
Walk us through your approach to implementing observability (logging, metrics, tracing) across a distributed system. Which tools have you used, and how do you handle alert fatigue?
Why they ask this:* Platform Engineers must enable teams to monitor and troubleshoot systems; this tests knowledge of observability architecture and practical tool expertise.
Q4
How would you design a self-service developer platform that abstracts cloud complexity while maintaining security and compliance standards?