collaboration effectiveness, latency, stability, and cost. Build quality assurance and risk controls: drift & anomaly monitoring...
complex issues across hardware + software + networking (timing drift, dropped frames, driver issues, flaky connections...
). Working knowledge of Spark or similar large-scale data tools and MLOps concepts (feature stores, evaluation pipelines, drift...
· Determine aspects of model drift and related data drift for the purpose of model risk management (MRM) to both reduce risk...
for model validation, performance monitoring, and drift detection in production environments. Collaborate closely with data.... Expertise in model monitoring, drift detection, and performance optimization for production models. Strong understanding...
and performance of fraud models, rules, and other controls;identify gaps, drift, and opportunities to improve effectiveness... (Power BI / Tableau) Demonstrated experience monitoring performance of models/rules/controls (e.g., drift, segmentation...
across the organization to drive teamwork and response on Security misconfigurations, Drift from established hardening standards... compliance scanning. Continuously monitor and assess systems for configuration drift, unauthorized changes, or deviations...
. Collaborate with raw data process owners and AI/ML teams on monitoring model drift, tag misuse, or shifts in customer behavior...
/offline feature consistency to prevent data leakage Implement drift detection, data quality monitoring, and alerting...
for configuration drift detection;documentation repositories for configuration items and release notes. ServiceNow and Jira for CMDB...