for configuration drift detection;documentation repositories for configuration items and release notes. ServiceNow and Jira for CMDB...
root causes of model drift or unexpected repayment behavior. Partner cross-functionally with product, risk...
, required Experience automating into public cloud providers, required Assessing cloud environments for drift and misconfiguration...
and infrastructure drift Develop and maintain documentation, runbooks, and automation standards Support security and compliance... environments (AWS, Azure, GovCloud) Familiarity with configuration drift detection and remediation Experience integrating IaC...
performance over time, detecting data drift, triggering retraining when necessary, and implementing logging and alerting.... Oversight of model monitoring and lifecycle management, including building automated monitoring systems, implementing drift...
mechanisms to manage model drift, accuracy, latency, cost, and user experience. Run experiments and evaluations to improve model...
principles, model families (e.g., tree-based, deep learning), and practical challenges (e.g., data quality, bias, drift...
principles, model families (e.g., tree-based, deep learning), and practical challenges (e.g., data quality, bias, drift...
, and monitoring, applying MLOps practices such as versioning, retraining, and drift detection (tools: MLflow, Azure ML, Databricks...
-current flow limitation, critical flow, flow instability, and the drift-flux model/two-fluid model for two-phase flow analysis...