Experienced Data Scientist
Core
Design, develop, validate, and deploy statistical and machine learning models to address complex business needs and comply with regulatory requirements in the insurance sector.
Role type
Senior IC data scientist (insurance analytics)
Builds
Production ML models and analytical workflows for an insurance carrier
Domain
Insurance / Actuarial analytics
Deliverable
production ML models
Required skills
Statistical modeling, machine learning (classification, regression, clustering, feature engineering, decision trees, gradient boosting, deep learning), SQL, Python, R, TensorFlow, Scikit-learn, Keras, end-to-end model lifecycle management, model monitoring and optimization
Preferred skills
Cloud environment deployment (AWS), mentoring, PhD in quantitative discipline, insurance industry experience
Technologies
SQL, Python, R, TensorFlow, Scikit-learn, Keras, AWS
Responsibilities
Lead design and deployment of ML models, conduct ad-hoc analysis and present results to stakeholders, design and prototype new problem-solving approaches, create model documentation, monitor model performance and implement iterative improvements
Seniority
Senior, hands-on IC