Log Analysis, Python, Scripting, Data Analysis, AI ML concepts as applied to network operations or AIOps, API integration for network automation including REST, anomaly detection, data center architecture and interconnection services, IP networking including L2 L3 BGP and routing, AI-driven monitoring tools, scalability and redundancy design, modern network architecture including cloud hybrid and SDN