Applied Machine Learning Scientist I
Core
Develop, deploy, and maintain ML models for customer segmentation, acquisition, pricing, and lifetime value to drive data-driven decision-making.
Role type
Applied Machine Learning Scientist
Builds
Production ML models for banking use cases
Domain
Financial Services / Machine Learning
Deliverable
production ML models
Required skills
Python, ML libraries, feature engineering, model interpretability, model deployment and monitoring, A/B testing, model evaluation
Preferred skills
GenAI or large language models, causal inference, reinforcement learning, financial services experience
Technologies
Python, ML libraries
Responsibilities
Develop and maintain ML models for specific business use cases; Translate business problems into analytical frameworks; Conduct model evaluation and monitoring; Collaborate with cross-functional teams to define success metrics
Seniority
Mid-level, hands-on IC