Mine, evaluate, perform feature engineering, inspect and adjust available data, and select predictors for optimal use in predictive modeling
Analyze client and partner needs, anticipate the potential impacts of deployed models and their operationalization, and assist with model rollout
Apply statistical, machine learning and artificial intelligence methods to leverage data and develop and maintain models and segmentations that meet business needs
Write the code required to prepare and mine data, and to develop, evaluate, support, deploy and manage complex models
Prepare clear, easy-to-understand presentations and data visualizations to support business decisions and present to committees
Specify requirements and constraints to ensure model performance and keep documentation on data and calculation rules up to date
Identify opportunities to improve rules and systems, and recommend enhancements for data management tools
Requirements
Bachelor's degree in a related field
Minimum of four years of relevant experience
Knowledge of French is required
Benefits
Competitive salary and annual bonus
4 weeks of flexible vacation starting in the first year
Defined benefit pension plan providing predictable, stable income throughout retirement
Group insurance including telemedicine
Reimbursement for health and wellness expenses and telework equipment