Lead machine learning and predictive modeling for Autodesk Construction Solutions as a Principal Data Scientist based remotely in Ontario. Autodesk seeks a principal data scientist to tackle complex, data-centric problems affecting construction products and business operations. This role builds predictive and descriptive models for customer lifetime value and retention. You will collaborate with product development teams, lead data scientists and analysts, and translate complex patterns into actionable strategy. Key Responsibilities:
Build predictive and descriptive statistical models Develop customer lifetime value and retention models Lead data scientists and analysts across project work Use machine learning to understand customer adoption Synthesize analyses into product and business strategy Requirements:
MS or PhD in mathematics, statistics, computer science, or related fields Proficiency with Python data science toolkits Experience using pandas, Jupyter, scikit-learn, or TensorFlow Understanding of classification, clustering, and optimization Ability to explain complex topics to diverse audiences Use predictive modeling, machine learning, and strategic insight to shape customer outcomes across Autodesk Construction Solutions.