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Azure Container Jobs is a lightweight managed service for running ad-hoc, scheduled, or queue-scaled containerised workloads on Azure. This article covers quick-start CLI setup, private registry usage, real-world use cases (ML training, batch processing, scraping), and a plain-English comparison against Azure Functions, Batch Jobs, and ACI.