Principal Data Scientist – ML & AI model development
Tasks
- Build and test predictive machine learning and GenAI models
- Coordinate with Model Risk Management for validation performance monitoring and audits
- Create predictive and statistical models from the ground up
- Develop risk scores for consumer risk and collections
- Facilitate vendor data projects under compliance rules
- Perform exploratory data analysis
- Prepare consumer data for model development
- Preprocess and validate account level datasets
- Support customer segmentation and strategy optimization
Perks/Benefits
Skills/Tech-stack
Clustering | Data Analysis | Data Validation | Decision Trees | Exploratory Data Analysis | GenAI | GitHub | Gradient Boosting Machines | Gradient boosting | Machine Learning | Performance Monitoring | Python | Regression | SQL | Snowflake | Statistical modeling
Education
Roles
Data Scientist | Principal | Principal Data Scientist | Scientist
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