and are right-sized for risk. DevSecOps & Platform Engineering Build and operate shared platform services: source control..., pipelines, artifact repositories, secret stores, image registries, policy engines, scanning services, and self-service...
-series datasets and building maintainable, testable data pipelines. Practical experience using Azure services for data... and AI workloads, including: Azure Machine Learning, AI Services / Azure OpenAI (LLMs, GenAI models), Databricks / Spark (Delta Lake...
AI, Cloud Run, BigQuery). You know how to monitor models for drift and performance in the wild. TypeScript/Node.js...: While you are a data specialist, you are proficient enough in our backend stack (Node/TS) to ensure your data services integrate seamlessly...
and manage security testing methodologies (e.g., adversarial testing, data drift monitoring) specific to machine learning models... of integrated applications and services Act as the key liaison for all application security matters during customer security...
: implementing guardrails, content filters, output validation, rate limiting, anomaly detection, and monitoring for AI services... and agentic workflows. Observability and incident response: define logging/telemetry (model inputs/outputs, drift, performance...
a pivotal role in supporting Goodwill’s Mission Services by ensuring that our caseâ€management database (Caseworthy... between mission services, IT, external evaluators, and funders for data-related efforts. Serves as liaison with Goodwill Industries...
, monitoring, drift detection) with Azure-native MLOps components. Infrastructure & Cloud Architecture Design highly... available and performant serving environments for LLM inference using Azure Kubernetes Service (AKS) and Azure Functions or App Services...
with engineering to productionize models: batch + near-real-time scoring, monitoring, drift checks, and reproducible experiments... and consulting services dedicated to empowering businesses with cutting-edge technology solutions and exceptional talent...
microservices and event-driven workflows. Implement model observability and drift detection, logging key metrics (accuracy, latency... with Docker/Kubernetes and deploying ML services via CI/CD. Deep understanding of ML lifecycle management and versioning (MLflow...
and integrate hybridAl systems using Azure Machine Learning, Cognitive Services, and OpenAl, combining traditional ML, deep learning...) to support CI/CD, retraining, and drift detection. Transition R&D prototypes to production on Azure, optimizing deployments...