: Intelligent data quality validation and anomaly detection Automated schema drift detection and impact analysis Query...
of Daily Calibration/Precision Calibration /response time tests/drift checks of monitoring instruments. Review open leaks...
. Exposure to observability for AI models (model drift, bias detection, explainability). Clearance Requirements...
& Continuous Verification Develop regression and validation frameworks tailored for agentic orchestrations to detect drift...
performance, bias, drift, and physical consistency. Create data and model introspection tools that allow engineers to inspect...
including metrics definition, drift monitoring and alerting, automated retraining etc. Strong track record of using...
into clear plans, manage day-to-day execution, and make sure important work doesn't stall or drift. This isn't a purely...
training, versioning, deployment, and monitoring of model drift Performance Engineering: Debug, optimize, and tune the...
detection and confidence-scored safety gating to monitor drift, misalignment, or policy violations. Develop introspection APIs...
and online/batch inference at scale. Configure robust monitoring for model/data drift, security telemetry, and pipeline.... Experience with model registry, drift detection, and observability (metrics/traces/logs) for ML services. Ability to implement...