Senior Associate, Data Science - Consumer Credit Risk Models and Data
Core
Deploy, optimize, and modernize machine learning model pipelines and execution platforms to provide insights on loan portfolios and growth opportunities.
Role type
Senior IC data scientist (ML platform & deployment)
Builds
Production ML model pipelines and execution platforms for consumer credit risk
Domain
Consumer finance / Credit risk modeling
Deliverable
production ML models
Required skills
Machine learning, Python, SQL, AWS, statistical modeling, data analytics
Preferred skills
Scala, R, deep learning, time series analysis, clustering, classification
Technologies
Python, Conda, AWS, Spark
Responsibilities
Partner with cross-functional teams to deliver data solutions; Optimize and deploy ML models through design, training, evaluation, and implementation; Leverage big data technologies to reveal insights from large volumes of data
Seniority
Senior, hands-on IC