/observability (logs, metrics, usage dashboards), handle versioning, drift detection, and lifecycle management. Maintain agents... including model monitoring, drift detection, and A/B testing. Understanding of responsible AI principles and experience...
, or protected from drift. Your responsibility is to design, document, stabilize, and enforce these systems so the organization can... for clarity, consistency, and alignment Ensure systems are followed once documented—preventing drift over time Maintain version...
policy-as-code (Sentinel / OPA), automated validations, and drift detection. · Architect and implement end-to-end cloud...
that leverage their capabilities. Handled AI Governance issues - Bias, Drift, Risk, Privacy and Security. Additional Information...
and investigate issues related to latency, failures, model drift, hallucination, prompt misbehavior, or broken integrations...
for models, and implement MLOps practices, including monitoring for data drift. Analytics and Visualization: Create dashboards...
/observability (logs, metrics, usage dashboards), handle versioning, drift detection, and lifecycle management. Maintain agents... including model monitoring, drift detection, and A/B testing. Understanding of responsible AI principles and experience...
, and proactive detection of data drift, schema changes, and quality regressions Qualifications: Required Qualifications: 6+ years...
Management & Mitigation: Proactively identify technical risks (e.g., model drift, data drift, bottlenecks) and devise solutions...
between upstream producers and downstream consumers. Implement automated validation frameworks to monitor data freshness, schema drift...