Senior Data Scientist, Predictive Modelling

About this role

The Senior Data Scientist, Predictive Modelling develops predictive and prescriptive solutions that can be integrated into key enterprise decisions (product forecasting and replenishment, pricing strategy, and promotion optimization). You will conduct traditional and machine learning analytics to identify and quantify cause-and-effect relationships. You will play a key role in the delivery of our advanced analytics roadmap and the development of predictive modelling/machine learning capabilities, while continuing to support the business with traditional analysis and established processes. The Predictive Modelling team's goal is to enable Canadian Tire to become the top forecasting retailer in the world, and to facilitate best-in-class data driven decision making. We use data science, analysis, and business knowledge to transform data into insights that can be actioned. We work closely with Forecasting, Replenishment, Planning, Pricing, Promotions, Allocations, and IT teams. We are constantly striving to challenge the way we think, improve the way we operate, and drive results.

What you'll do

• Use predictive/statistical modelling techniques and traditional analytics to identify and quantify sales drivers, conduct what-if scenario analysis and measure the causal impacts
• Work with cross functional teams to ensure model predictions and recommendations are consistent with business expertise, explainable, and efficiently integrated into processes
• Plan, track, and manage multiple projects and requests – these initiatives can range from formal long-term project implementations, medium-scale process improvement initiatives, urgent system/tool support issues, or quick ad-hoc analysis requests
• Proactively identify opportunities and deliver data-supported insights to help improve the accuracy of forecasts and key business decisions
• Provide leadership and direction to the team, including training and coaching in advanced analytics
• Act as a subject matter expert ...