(Senior) Data Scientist Customer Analytics (m/w/d)
Core
Develop, implement, and optimize algorithms for predictive modeling, customer segmentation, and personalization within the CRM environment to drive business decisions.
Role type
Senior Data Scientist (Customer Analytics)
Builds
Analytical data products and predictive models for CRM, marketing, and customer lifecycle management
Domain
Retail / E-commerce / Customer Analytics
Deliverable
production ML models
Required skills
Python, SQL, Statistics, Machine Learning, Bayesian methods, Data product ownership, Data quality assurance
Preferred skills
CRM/Marketing domain experience, Cloud platform expertise
Technologies
Python, SQL, Databricks, MLflow, Airflow
Responsibilities
Develop and optimize algorithms for predictive modeling and customer segmentation; Analyze data across the customer lifecycle for churn prevention and conversion optimization; Identify data gaps and ensure data quality; Consult business units and present analysis results; Drive the development and introduction of new analytical data products
Seniority
Senior, hands-on IC
