Senior Data Scientist (m/f/d)
Core
Develop, implement, and maintain machine learning models and analytical solutions to enhance data products (Scores, Attributes, Data Services) and monitor data assets.
Role type
Senior IC data scientist (machine learning & analytics)
Builds
Production ML models, data products, and analytical solutions for risk, fraud, and identity management
Domain
Financial services / Credit bureau / Risk management
Deliverable
production ML models
Required skills
Statistical methods, machine learning algorithms (logistic regression, boosted trees), Python, Scala, SQL, Spark, XGBoost, PyTorch, scikit-learn, data lake manipulation
Preferred skills
Business process analysis, translating business requirements into data models, credit bureau/financial services experience
Technologies
Python, Scala, SQL, Spark, XGBoost, PyTorch, scikit-learn
Responsibilities
Develop and implement machine learning models and advanced analytics solutions, Monitor model performance and data product quality, Perform ad hoc analyses for product development, Collaborate with Data Engineering and Product teams, Ensure model accuracy through testing and validation, Support Legal and Compliance teams with regulatory and policy changes
Seniority
Senior, hands-on IC
