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Advanced Data Engineer, Health Forecasting
Portage Ventures GP Inc.
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montreal, Canada
Location
montreal
Posted
June 01, 2026
Commute
Local Area
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Job Description
Drive advancements in health care as an Advanced Data Engineer at Dialogue. This senior role focuses on building robust ML systems for scheduling and forecasting in a hybrid environment.
You will lead the development of optimized data solutions, ensuring that our healthcare scheduling systems operate at peak efficiency. Your work will directly impact patient-provider matching across Canada, contributing to improved health outcomes. Collaborating across teams, youβll enable continuous learning and system reliability.
Key Responsibilities:
β’ Build continuous learning pipelines for ML models
β’ Create automated workflows for consistency in deployment
β’ Develop inference systems for real-time decision-making
β’ Implement comprehensive observability in production
β’ Enable collaborative experimentation for model enhancements
Requirements:
β’ Experience with MLOps and ML pipeline tools
β’ Knowledge in mathematical op...
You will lead the development of optimized data solutions, ensuring that our healthcare scheduling systems operate at peak efficiency. Your work will directly impact patient-provider matching across Canada, contributing to improved health outcomes. Collaborating across teams, youβll enable continuous learning and system reliability.
Key Responsibilities:
β’ Build continuous learning pipelines for ML models
β’ Create automated workflows for consistency in deployment
β’ Develop inference systems for real-time decision-making
β’ Implement comprehensive observability in production
β’ Enable collaborative experimentation for model enhancements
Requirements:
β’ Experience with MLOps and ML pipeline tools
β’ Knowledge in mathematical op...