Machine Learning Engineer, Capital Underwriting
Core
Designing, building, and deploying 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 / Lending / Capital Markets
Deliverable
production ML models
Required skills
PyTorch, TensorFlow, XGBoost, Spark, large-scale data pipeline orchestration, model training and evaluation, production deployment, system design for ML
Preferred skills
Deep Learning (transformers, reinforcement learning), adversarial domain experience (Lending, Trading, Fraud), MS/PhD in ML/AI
Technologies
PyTorch, TensorFlow, XGBoost, Spark
Responsibilities
Design state-of-the-art ML models and large scale ML systems for underwriting and portfolio management; Design systems to speed up the time from idea to deployment of new models; Experiment and iterate on ML models to achieve key business goals; Develop pipelines and automated processes to train and evaluate models in offline and online environments; Integrate ML models into production systems and ensure their scalability and reliability; Collaborate with product and strategy partners to propose, prioritize, and implement new product features
Seniority
Senior, hands-on IC
