into clear plans, manage day-to-day execution, and make sure important work doesn't stall or drift. This isn't a purely...
drift). Core Competencies Execution Excellence: Delivers consistent results through disciplined follow-up and problem...
end-to-end monitoring, data validation, model/drift checks, and alerting SLA/SLOs. Governance & Risk: Enforce model...;data drift/performance monitoring. Experience with IaC & Platforms: Terraform (preferred), parameterized modules...
CloudWatch and custom tools to ensure model drift, infrastructure health, and inference errors are detected and resolved...
for regression / classification, Bias, overfitting, drift, and robustness issues. Experience with the following: NLP...
configuration drift and enable rapid deployment of standardized operating environments. Provide technical expertise...
drift, provide clinical annotation and feedback to enhance model quality Customer Feedback, Engagement & Product Adoption...
for hallucination, drift, and bias. Collaborate on Cloud Deployment: Partner closely with ML Ops and Data Science Engineers...
modeling, and supervised learning methods Understand how to monitor signals or models for data drift, behavioral adaptation...
training, versioning, deployment, and monitoring of model drift Performance Engineering: Debug, optimize, and tune the...