Portage Ventures GP Inc.
Advanced Data Engineer, Health Forecasting
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, you’ll enable continuous learning and system reliability.
Key Responsibilities:
• Build continuous learning pipelines for ML models
• Create automated workflows for consistency in deployment
• Develop inference systems for real-time decision-making
• Implement comprehensive observability in production
• Enable collaborative experimentation for model enhancements
Requirements:
• Experience with MLOps and ML pipeline tools
• Knowledge in mathematical optimization techniques
• Solid foundational softw...
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, you’ll enable continuous learning and system reliability.
Key Responsibilities:
• Build continuous learning pipelines for ML models
• Create automated workflows for consistency in deployment
• Develop inference systems for real-time decision-making
• Implement comprehensive observability in production
• Enable collaborative experimentation for model enhancements
Requirements:
• Experience with MLOps and ML pipeline tools
• Knowledge in mathematical optimization techniques
• Solid foundational softw...