8 Observability & Operations (monitoring, logging, availability, incident response, model drift) Job Description: Cloud..., and observability Model performance monitoring and drift detection Incident response and operational baselines Cost, Sizing...
of experience Architecture Drift Detection & Telemetry Develop automated mechanisms to detect architectural drift... that capture system behavior, configuration, compliance signals, and architecture health indicators. Integrate drift detection...
Enterprise Architect IV Description: 10 years of experience Architecture Drift Detection & Telemetry Develop... automated mechanisms to detect architectural drift across applications, platforms, infrastructure, and integration points...
MLOps pipelines-CI/CD, model versioning, drift detection, automated retraining, monitoring. Lead the development...
on corrective actions Investigate root causes of scrap, rework, and dimensional drift Validate processes through PPAP, capability...
drift. Modify setups or tooling strategies to maintain part integrity. Build and modify fixtures to improve...
for continuous delivery and lifecycle management. Monitor model performance, data drift, and system health in production. Provide...
(Azure Storage backends) Drift detection Automated policy and security testing using tools such as Terragrunt and Checkov...
, and responsible AI standards Implement CI/CD, IaC, monitoring, logging, drift detection, and governance pipelines Optimize..., Delta/Iceberg ⦠MLOps: model deployment, versioning, monitoring, and drift detection ⦠IaC (Terraform, CDK, Pulumi...
and operate Ansible roles and playbooks for configuration, patching, compliance baselines, application deployment, and drift...