AI Engineer
). Familiarity with modern MLOps practices-model versioning, CI/CD, monitoring, and drift detection. Strong understanding of APIs...
). Familiarity with modern MLOps practices-model versioning, CI/CD, monitoring, and drift detection. Strong understanding of APIs...
to facilitate business value and adoption. Implement robust drift monitoring and model retraining processes to maintain accuracy...
observability (data quality, drift, safety indicators, inference latency, error conditions). Enforce Responsible AI controls...
, microservices or serverless components to serve models in production. Implement observability: metrics, logging, model drift...
"Data-as-Code" testing frameworks to catch anomalies or schema drift before they impact downstream control processes...
, batch/stream scaling). Implement observability (data quality, drift, safety indicators, inference latency, error conditions...
-60/hr on C@C Max 8210942368_1 and VMS #: 21179-1 Must Have Skills Drift Detection Java Selenium Cucumber... providing ' prompt injections or perturbed images to see if the model breaks or leaks sensitive data Drift Detection...
Support real-time and batch inference workloads Monitor model performance, drift, and data quality in production Optimize ML...
or Databricks. Implementing automated validation checks, monitoring data drift, and ensuring compliance with regulatory standards...
configuration drift mgmt State enforcement via IaC Patching & Lifecycle Automation Automated OS upgrades, backups End-to-end...