The engineer diagnoses database outages, application dependencies, connection failures, unavailable services, certificate problems, and API issues across database, application, middleware, server, network, cloud, and security components. Analyze application dependencies across databases, servers, middleware, APIs, certificates, networks, cloud, storage, and external interfaces, using logs, metrics, traces, and alerts to isolate faults.