Machine Learning Engineer, Capital Underwriting
Core
Design, build, train, evaluate, and deploy ML models for automated underwriting and portfolio management to provide financing to small-and-medium businesses.
Role type
Senior IC machine learning engineer (capital underwriting)
Builds
Automated underwriting systems and risk portfolio management features for Stripe Capital
Domain
Fintech / Capital Lending
Deliverable
production ML models
Required skills
ML system design, feature pipeline development, model training and evaluation, production deployment, data pipeline orchestration, large-scale dataset handling
Preferred skills
Deep learning architectures (transformers, RL), adversarial domain experience (lending, fraud), ambiguous problem solving
Technologies
PyTorch, TensorFlow, XGBoost, Spark
Responsibilities
Design state-of-the-art ML models for underwriting and portfolio management; Design systems to accelerate idea-to-deployment cycles; Experiment and iterate on models to drive business goals; Develop automated pipelines for offline and online model training/evaluation; Integrate models into production ensuring scalability; Collaborate on new product feature implementation
Seniority
Senior, hands-on IC
