Senior Data Scientist, Credit
Core
Design, develop, and deploy machine learning models to make efficient and accurate financial decisions for customers.
Role type
Senior IC data scientist (credit risk/fintech)
Builds
Production ML models for consumer lending and credit decisions
Domain
Fintech / Consumer Lending
Deliverable
production ML models
Required skills
supervised learning model development, software engineering (test-driven development, code review, refactoring), PyData stack (numpy, scikit-learn, pandas), Spark, Kubernetes, Airflow, MLFlow, time series classification, neural network architectures
Preferred skills
team management, end-to-end predictive model building, consumer lending or fintech domain experience
Technologies
Spark, Kubernetes, Airflow, MLFlow, Chalk, BentoML, DVC
Responsibilities
Collaborate on designing, developing, and deploying machine learning models; partner with business leaders and technical experts to develop new data sources and improve modeling methodology; apply models with sound risk management; share best practices for software engineering and help experienced data scientists with complex technical problems
Seniority
Senior, hands-on IC