IA Data Scientist
Core
Develop and operate advanced AI models for customer retention and portfolio optimization in Auto and Home insurance segments.
Role type
Senior IC data scientist (insurance churn & retention)
Builds
Predictive churn models, analytical solutions for risk identification, and actionable business recommendations.
Domain
Insurance (Auto & Home) + Machine Learning
Deliverable
production ML models
Required skills
end-to-end machine learning development, predictive modeling, churn modeling, Python, SQL, data pipeline construction, Spark, Big Data, MLOps, cloud deployment (Azure), insurance domain knowledge.
Preferred skills
None explicitly stated as preferred; all listed skills are required.
Responsibilities
Design, train, calibrate, and monitor predictive churn models; develop advanced analytical solutions; translate analytics into business segmentations and recommendations; collaborate on retention campaigns; act as liaison between business and analytics; validate business hypotheses; supervise data quality and pipelines; analyze model and campaign performance; contribute to MLOps practices and model industrialization.
Seniority
Senior, hands-on IC
