About this role
Lead development and scaling of production ML pipelines for entity extraction and data element classification across varied data types, bridging research prototypes and production implementations. Implement evaluation, monitoring, regression testing, model deployment, and versioning best practices while partnering with data scientists and QC.
Skills for this role
Machine LearningNatural Language Processing (NLP)Entity ExtractionEntity ClassificationSupervised LearningPythonCI/CDProduction ML PipelinesModel DeploymentModel VersioningOperational MonitoringEvaluation FrameworksRegression TestingOCRRelational Data