Requirements: 8+ years of Senior Software engineering experience in SRE, DevOps, platform engineering, or related production-systems roles in distributed systems at production scale with active on-call responsibility. Experience tuning and validating timeseries anomaly detection models in a production observability context - this is a Required qualification, not a preferred one; anomalybased detection is a core function of this role.