tracking, evaluation, bias/robustness testing, model versioning, canary/blue-green rollouts, automated retraining, drift..., CI/CD for ML, feature stores, monitoring/drift, automated retraining) and strong data engineering fundamentals. Ability...
between "architectural risks" (multi-substrate security, cloud dependencies) and "operational risks" (patch management, configuration drift...
and MLOps (feature stores, model registries, pipelines, monitoring for data/concept drift). Strong coding proficiency in Python...
production activities. Experience implementing schema drift detection and schema evolution patterns...
with privacy, security, and legal stakeholders. Monitor compliance, model performance, risk signals, and drift over time. Advise...
outputs to detect bias, adverse impact, and performance drift. Collaboration with AI & Technology Teams Act as a liaison...
detection) Implementing monitoring and detection for AI systems, including telemetry for model behavior, drift/anomaly signals...
trainings when drift occurs. Manage hiring, development, training, and performance management of staff to ensure effective...
for portfolios Assess portfolio structure to manage risks of style drift Analyze transaction costs and trade execution performance...
, and continuously monitor risks related to AI models, including model and data drift, emerging threats, and privacy issues. Design...