Kubernetes, Docker, and Jenkins together provide the container orchestration and CI infrastructure that runs modern battery-data tooling — MES microservices, telemetry pipelines, analytics platforms, and the dashboards operators rely on. As a hard skill it requires fluency in Dockerfile authoring, Kubernetes manifest writing (deployments, services, secrets), Jenkins pipeline scripting (declarative or scripted), and the operational discipline of upgrades, rollbacks, and resource limits. DevOps and platform engineers apply this when containerizing legacy MES integrations, when orchestrating telemetry ingestion across multiple plants, and when wiring up CI that auto-deploys analytics services to a Kubernetes cluster on every merge to main.
