for reliability, accuracy, latency, drift, hallucinations, and business KPIs Required Qualifications 7 10+ years of experience...
), drift detection, anomaly detection - Inform best practices in information security around access control, authentication...
the issue is tool-related, thermal drift, or programming-based. Lead brief "toolbox talks" or handoff meetings to ensure...
, drift, and operational metrics in production. Cloud & Platform Integration Design ML solutions on AWS, Azure, or GCP...
of file storage solutions through rigorous review, threat modeling, security configuration management, and drift detection... assessment, and security configuration management. Experience with drift detection tools and methodologies. Deep understanding...
) to support CI/CD, retraining, and drift detection. Transition R&D prototypes to production on Azure, optimizing deployments...
, drift/bias monitoring) Knowledge of: Agent Development Lifecycle (ADLC) Governance and compliance for AI systems...
management, and cloud-native architectures. Define and track model performance, drift, bias, and GenAI evaluation metrics...
ecosystem. Implement model monitoring, drift detection, and continuous retraining strategies. Evaluate and operationalize new...
platforms. Engineer and maintain automated monitoring frameworks to detect misconfigurations, compliance drift, and emerging...