, 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...
, 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...
microservices and event-driven workflows. Implement model observability and drift detection, logging key metrics (accuracy, latency...