Senior Data Scientist, Predictive Modeling

Lead predictive modeling with Databricks and MLflow as a Senior Data Scientist based in Canada. Work remotely on scalable, production-ready machine learning solutions.As an experienced Senior Data Scientist, you will develop models for customer lifetime value, conversion propensity, lead quality, and revenue optimization. You will design experiments, create inference solutions, and improve deployed model effectiveness. Your work connects technical initiatives with measurable business outcomes.Key Responsibilities:
Develop and deploy models for LTV, conversion, and revenue optimizationDesign experiments measuring incremental business impactBuild scalable batch and real-time inference solutionsMonitor data drift, model degradation, and production performanceOwn initiatives from problem definition through impact measurementRequirements:
Five or more years in Data Science or Applied Machine LearningDirect Databricks experience building production machine learning workflowsAdvanced proficiency in Python and SQLExperience with scikit-learn, XGBoost, LightGBM, PyTorch, or TensorFlowStrong software engineering and CI/CD fundamentalsApply predictive modeling, experimentation, and production engineering to improve conversion, profitability, and marketing efficiency through machine learning.
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