CI). Monitoring & Reliability: Experience setting up monitoring for both infrastructure and models (drift detection, model accuracy...
, drift pins, pry bars, and hammers. Hammer, chip, and grind workpieces in order to cut, bend and straighten metal. Layout...
standards. Drive measurable cloud security posture improvements (baseline compliance, control coverage, drift detection... baselines and ensuring they remain enforced over time (e.g., Azure Policy, automation, drift detection). Working knowledge...
that identify model drift and trigger automated improvement processes - Research novel approaches to content redaction that balance...
testing, observability, model versioning, canary/AB rollouts, and drift monitoring. Hands‑on expertise in building...
of drift correction and creating industry standards Hands-on entrepreneurial mindset as this person will help build the lab...
/apply workflows, validation, drift detection, and safe promotion between environments. Kubernetes / AKS automation Provision..., least-privilege patterns. Expectation: permissions are defined and tracked in Terraform to reduce configuration drift. Broad...
accelerators. Experience implementing version control, rollback strategies, and monitoring for latency, drift, and accuracy... monitoring and drift detection. Conduct root cause analysis for inspection failures and false-positive/false-negative risks...
Architecture Drift Detection & Telemetry Develop automated mechanisms to detect architectural drift across applications, platforms..., configuration, compliance signals, and architecture health indicators. Integrate drift-detection controls and telemetry...
the technical implementation of production monitoring solutions to track model performance, identify drift, and ensure the...