Senior Analytic Scientist
Core
Senior Analytic Scientist building predictive models and mining data for credit risk solutions using statistical methods and machine learning.
Role type
Senior IC analytic scientist (credit risk)
Builds
High-end analytic models and tools for credit risk, fraud detection, and lending decisions
Domain
Financial services / Credit risk / Big Data analytics
Deliverable
production ML models
Required skills
Statistical modeling, data mining, predictive modeling, data cleaning, project leadership, mentoring
Preferred skills
Experience with U.S. Credit Bureau data, neural networks, logistic regression, random forests, decision trees, support vector machines, linear/non-linear optimization, financial/banking/consumer lending data, B2C/B2B analytic solutions
Technologies
R, SQL, SAS, Java, Python, C++, C
Responsibilities
Ensure data quality throughout acquisition and processing, research and select statistical methods and algorithms, oversee project teams building analytic models, perform production data validations, assist with client meetings and model behavior analysis
Seniority
Senior, hands-on IC with team leadership
