{"schemaVersion":"jobsearcher.job.v1","id":"12c3efa80d92f4a95f7ccf8d","url":"https://jobsearcher.com/jobs/12c3efa80d92f4a95f7ccf8d","canonicalUrl":"https://jobsearcher.com/jobs/12c3efa80d92f4a95f7ccf8d","title":"Machine Learning with Azure Data","description":"Title: Machine Learning with Azure DataLocation: Columbus, OHDuration: Long TermRole OverviewDesigns, builds, and maintains the PropheSee ML Platform — a machine learning system built on Azure Databricks that predicts CGM (Continuous Glucose Monitor) adherence for CCS Medical patients, enabling proactive outreach and improved patient outcomes.Day-to-Day Responsibilities ML Pipeline Development & Maintenance – Builds and maintains PySpark-based training pipelines for 30-day and 90-day CGM adherence prediction models using Azure Databricks and MLflow for experiment tracking and model versioning. Model Retraining & Validation – Executes end-to-end model retraining cycles including out-of-time (OOT) validation, risk segment analysis, and threshold optimization (Youden''s J). Feature Drift Monitoring – Monitors production feature health using PSI (Population Stability Index) calculations and SQL-based drift detection across Marketo, PIMS, and Genesys data sources. Data Pipeline Engineering – Develops and maintains Azure Data Factory (ADF) pipelines for data ingestion, backfill orchestration, and scoring workflows. Bug Investigation & RCA – Diagnoses and resolves critical production issues (data normalization bugs, race conditions, date logic errors) with formal root cause analysis documentation. Documentation & Reporting – Produces deployment guides, user stories (Azure DevOps), RCA reports, and management-facing PowerPoint summaries.","company":"Globex It Solutions","rawCompany":"globex it solutions","city":"Ohio","state":"OH","isRemote":false,"isActive":false,"createdAt":"2026-07-03T10:34:27.367Z","occupations":[{"code":"15-2051.00","title":"Data Scientists","slug":"data-scientists"},{"code":"15-1243.01","title":"Data Warehousing Specialists","slug":"data-warehousing-specialists"},{"code":"15-1252.00","title":"Software Developers","slug":"software-developers"}],"industries":[{"code":"541511","title":"Custom Computer Programming Services","slug":"custom-computer-programming-services"},{"code":"541512","title":"Computer Systems Design Services","slug":"computer-systems-design-services"},{"code":"332114","title":"Custom Roll Forming","slug":"custom-roll-forming"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Machine Learning with Azure Data","description":"Title: Machine Learning with Azure DataLocation: Columbus, OHDuration: Long TermRole OverviewDesigns, builds, and maintains the PropheSee ML Platform — a machine learning system built on Azure Databricks that predicts CGM (Continuous Glucose Monitor) adherence for CCS Medical patients, enabling proactive outreach and improved patient outcomes.Day-to-Day Responsibilities ML Pipeline Development & Maintenance – Builds and maintains PySpark-based training pipelines for 30-day and 90-day CGM adherence prediction models using Azure Databricks and MLflow for experiment tracking and model versioning. Model Retraining & Validation – Executes end-to-end model retraining cycles including out-of-time (OOT) validation, risk segment analysis, and threshold optimization (Youden''s J). Feature Drift Monitoring – Monitors production feature health using PSI (Population Stability Index) calculations and SQL-based drift detection across Marketo, PIMS, and Genesys data sources. Data Pipeline Engineering – Develops and maintains Azure Data Factory (ADF) pipelines for data ingestion, backfill orchestration, and scoring workflows. Bug Investigation & RCA – Diagnoses and resolves critical production issues (data normalization bugs, race conditions, date logic errors) with formal root cause analysis documentation. Documentation & Reporting – Produces deployment guides, user stories (Azure DevOps), RCA reports, and management-facing PowerPoint summaries.","datePosted":"2026-07-03T10:34:27.367Z","dateModified":"2026-07-03T10:34:27.367Z","hiringOrganization":{"@type":"Organization","name":"Globex It Solutions","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Ohio","addressRegion":"OH","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"12c3efa80d92f4a95f7ccf8d"},"url":"https://jobsearcher.com/jobs/12c3efa80d92f4a95f7ccf8d"}}