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The role owns correlation, deduplication and severity logic that turns infrastructure detector signals into customer-facing insights, working with fleet, data and applied science teams. It requires deep anomaly detection and heuristics experience, threshold calibration, distributed systems skills, and 5+ years shipping production software in compiled languages.