The Principal Data Scientist will lead data science projects by engineering data models, developing predictive and recommendation models, and collaborating with stakeholders to translate qualitative data into actionable insights. The role involves continuous model assessment, visualization using PowerBI, and mentoring team members while applying advanced statistical methods to large data sets.