As a Data Engineer in the Advanced Analytics team at Canadian Tire Corporation, your primary focus will be on ensuring the stability, reliability, and performance of ML models in production environments. Working closely with data scientists and IT teams, you will deploy and manage ML models, monitor their performance, develop robust monitoring systems, and automate processes for continuous evaluation.

What you'll do

• Design, develop, and manage ETL data pipelines for extraction, transformation, and loading of data from diverse sources
• Design and execute robust data quality checks, and implement and maintain a curated feature store
• Deploy and scale existing machine learning models in production, ensuring robust data ingestion, update, and model scoring
• Collaborate with data scientists to provide clean, well-structured data for modelling and automate experimental models for production use
• Work with external data engine...