(drift, skew, SLA/SLO alerts) and route signals to the right teams;partner with DS/DE to drive continuous improvement...
schemas—ensuring zero "data drift" during rapid product iterations. Required Skills & Experience Experience: 7+ years...
quality and reliability by continuously monitoring performance, calibrating predictions, and addressing data drift or delayed...
Hygiene: Monitor live campaign performance and operational health to identify risks like member over-contact or drift...
from Git/Artifact repositories. Validate node convergence and remediate drift. Implement automated backup and restore...
deployment. Implement robust monitoring, logging, and alerting systems for ML models, tracking performance, data drift...
rates, safety events, drift. Partner with engineering and MLOps to deploy agentic systems in secure, scalable...
, SOC 2, PCI DSS, or NIST frameworks. Programming: Python for tooling (API-driven config, drift detection, linting...
and operationalise predictive and statistical models in Python where they create clear value, including evaluation plans and drift... of ground truths, running iterative validation cycles to improve quality, and drift monitoring. Workflow automation: Hands...
monitoring for model performance, data drift and quality, latency, errors, and uptime Enable safe deployments (blue/green, canary...