Manager, Advanced Analytics
Core
Design, build, and operationalize machine learning and AI solutions to drive customer growth, retention, and business transformation.
Role type
Manager, Advanced Analytics (hands-on IC with leadership)
Builds
Predictive models, AI applications, and MLOps pipelines for customer acquisition, retention, and marketing optimization.
Domain
Insurance / Financial Services / Machine Learning
Deliverable
production ML models
Required skills
Machine learning, predictive modeling, Python, MLOps, feature engineering, cloud platforms (Azure/AWS/GCP), SQL, Generative AI/LLMs
Preferred skills
Master's degree, experience in insurance/financial services, vector databases, RAG architectures, agentic workflows
Technologies
Python, Scikit-learn, XGBoost, LightGBM, TensorFlow, PyTorch, Azure, AWS, GCP, SQL
Responsibilities
Design and deploy predictive models for customer lifecycle management; Implement MLOps best practices for model lifecycle management; Prototype and evaluate emerging AI technologies like Generative AI and LLMs; Translate business challenges into scalable analytical solutions.
Seniority
Manager, hands-on IC