, completeness, drift). Partner closely with Data Science on Model Development & Design, leakage prevention, calibration, bias...
model drift and performance. MLOps: Proficiency in versioning and deploying models in cloud environments (Azure/AWS...
detection, exploit signal monitoring. Build AI-specific incident playbooks: hallucination incidents, governance policy drift...
, photo-diodes, silicon drift detectors, etc. Deep understanding of low noise, high speed analog-mixed signal circuits...
signal taxonomy, lineage, and quality monitoring (freshness, completeness, drift). Partner closely with Data Science...
Storage backends) Drift detection Automated policy and security testing using tools such as Terragrunt and Checkov ML...
, or autonomous decision systems. Ability to define governance for: oLLM drift detection oPrompt quality standards oAgent...) oRegulatory alignment for Energy/Utility operations oContinuous monitoring & drift alerts Experience working with IRB...
/test/scan/deploy;enforce drift remediation and environment promotion to improve developer experience. Operate container...
, middleware, or file-based exchanges Establish validation checks, alerts, and reconciliation routines to prevent data drift...
, and models Implement production monitoring to track model performance and detect drift Support deployment...