Expert Data Science (m/w/d), Ismaning
Core
Develop predictive models and customer behavior analytics to optimize the customer journey in a dynamic e-commerce and TV shopping environment.
Role type
Senior IC data scientist (customer analytics & predictive modeling)
Builds
Production ML models for customer behavior prediction, retention, and conversion optimization
Domain
E-commerce / Retail / Live Commerce
Deliverable
production ML models
Required skills
Python, R, supervised learning, unsupervised learning, feature engineering, model evaluation, A/B testing, causal inference, scikit-learn, pandas, statsmodels
Preferred skills
Customer intelligence, retention analytics, LTV optimization, experimentation frameworks
Technologies
Python, R, scikit-learn, pandas, statsmodels
Responsibilities
Develop innovative predictive models and customer behavior analytics; Implement A/B-testing frameworks and causal-inference methods; Optimize customer analytics to increase lifetime value and conversion; Translate model outputs into measurable business actions; Collaborate with marketing and product teams; Integrate predictive analytics models into business intelligence systems with engineering teams.
