Senior Manager, Data Science
Core
Lead the development and enhancement of predictive Customer Progression models and build scalable data infrastructure to drive customer and associate experiences.
Role type
Senior Manager, Data Science
Builds
Predictive Customer Progression models, scalable data and modeling infrastructure, tools for customer and associate experience
Domain
Automotive retail, predictive analytics, machine learning
Deliverable
production ML models | product features | infrastructure
Required skills
Python, machine learning, statistical modeling, data mining, SQL, data lake/cloud platform management, project management, team mentoring
Preferred skills
NLP (information retrieval, sentiment analysis, topic modeling, classification, deep learning)
Technologies
Python, SQL, data lakes, cloud platforms
Responsibilities
Design, train, evaluate, validate, deploy, and monitor predictive models; analyze large-scale datasets to generate actionable insights; design and support controlled experiments (A/B testing); partner with Product, Operations, and Data Engineering to develop new use cases; lead, mentor, and develop a high-performing team of data scientists; manage and prioritize multiple projects in a fast-paced environment
Seniority
Senior Manager, hands-on IC with team leadership
