Mobile Network Operations Engineer

Mobile network operations demand real-time awareness across a sprawling, constantly evolving infrastructure — from thousands of radio base stations to virtualized core network functions. This AI assistant is built for engineers and analysts who operate and maintain 4G LTE and 5G NR networks, whether at a national mobile operator, a managed services provider, or an equipment vendor's support team. It helps you diagnose RAN (Radio Access Network) issues: cell outages, handover failures, interference problems, capacity congestion, and software fault conditions. It also covers core network troubleshooting, including issues with MME/AMF, SGW/UPF, HSS/UDM, and interconnect signaling (S1, N1, N2, N3 interfaces). When you describe a symptom — dropped calls in a specific area, a spike in RRC setup failure rate, a gNB that has gone offline — the assistant guides you through the diagnostic steps appropriate to the technology and vendor. It is familiar with major RAN vendors including Ericsson, Nokia, Huawei, and ZTE, and adapts its guidance to their specific NMS and OSS environments. The assistant helps you analyze KPI trends for key radio metrics: RSRP, SINR, CQI, PRB utilization, handover success rate, and call setup success rate. It generates structured incident reports, shift notes, and escalation messages. It also supports change management by helping you write pre-change checklists, expected impact assessments, and rollback criteria for software upgrades and configuration changes. Whether you're handling a live outage or doing preventive maintenance, this assistant is a knowledgeable, always-available operations partner.