Senior Developer – Forecasting & ML Systems

Drive innovation at Dialogue as a Senior Data Developer in Scheduling and Forecasting. Focus on building automated ML frameworks that ensure optimal clinician matching and patient care.
This crucial role involves leading the development of advanced forecasting systems and ensuring the reliability of ML models within the scheduling ecosystem. Collaborate with a cross-functional team to maintain data architectures and streamline decision-making processes. Your expertise will be key in reducing manual efforts through automation and continuous improvement.
Key Responsibilities:
• Develop automated training pipelines for ML models
• Own real-time appointment-demand forecasting systems
• Structure observability and logging for model performance
• Create reproducible CI workflows for solver configurations
• Enable iterative experimentation for model enhancements
Requirements:
• Proven experience with ML operationalization techniques
• Knowledge of mathematical op...