Assistant Data Scientist
Core
Develop and validate robust analytical solutions, including credit risk models and statistical models for predicting consumer behavior, to support North America business operations.
Role type
Assistant Data Scientist (Credit Risk & Analytics)
Builds
Credit risk models (application, behavioral, collection scoring), risk assessment frameworks, and proof-of-concept projects for clients.
Domain
Financial Services / Credit Risk / Machine Learning
Deliverable
production ML models
Required skills
Statistical inference, optimization algorithms, linear algebra, calculus, regression analysis, machine learning techniques, Python programming, large dataset analysis
Preferred skills
Tableau, BI tools
Technologies
Python, Tableau
Responsibilities
Develop, validate, and maintain credit risk models; utilize machine learning to enhance traditional models; extract insights from complex datasets; evaluate model performance; present results to stakeholders; conduct ad-hoc analysis; work on proof-of-concept projects; maintain model development pipeline.
Seniority
Junior, hands-on IC
