Join Toptal as a Senior Data/ML Engineer, enhancing a vital forecasting platform remotely. Bring your expertise in Databricks, Python, and PySpark to modernize existing systems. This senior role focuses on refactoring an existing time series forecasting system that has been maintained for years.

You will streamline workflows, improve observability, and bring discipline to an established codebase, contributing significantly to software quality. Your experience will help the platform grow and adapt to evolving business needs. Key Responsibilities:
Review and assess forecasting platform for improvements
Refactor existing Python and Databricks components
Modularize business logic from notebooks into Python




Strengthen testing practices and monitoring capabilities
Enhance reliability and efficiency of training workflows Requirements:
In-depth experience with Databricks and CI/CD pipelines
Robust Python skills for development of reusable components
Expertise in PySpark for high-performance data processing
Background in refactoring production systems for sustainability
Familiarity with time series forecasting and model observability Make a meaningful impact at Toptal, ensuring continuity and improvement for a critical forecasting engine!

📌 Senior Machine Learning Engineer Opportunity Toronto
🏢 Neura Market
📍 Toronto