Experience with CCTV or video surveillance systems — IP cameras, NVRs, video management systems, or video analytics platforms.
Experience with on-premise server and software deployment — Linux, containers (Docker), networking.
Demonstrated experience using AI, machine learning, and AI agent tools to improve delivery efficiency, reporting, or risk management — and interest in how AI agents are changing the delivery role itself.
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